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11 17 this this DT work_id5zxekuovexhaprgj7hcbt6tm 11 18 information information NN work_id5zxekuovexhaprgj7hcbt6tm 11 19 technology technology NN work_id5zxekuovexhaprgj7hcbt6tm 11 20 to to TO work_id5zxekuovexhaprgj7hcbt6tm 11 21 help help VB work_id5zxekuovexhaprgj7hcbt6tm 11 22 solve solve VB work_id5zxekuovexhaprgj7hcbt6tm 11 23 existing exist VBG work_id5zxekuovexhaprgj7hcbt6tm 11 24 problems problem NNS work_id5zxekuovexhaprgj7hcbt6tm 11 25 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 11 26 1–3 1–3 CD work_id5zxekuovexhaprgj7hcbt6tm 11 27 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 11 28 . . . work_id5zxekuovexhaprgj7hcbt6tm 12 1 Information information NN work_id5zxekuovexhaprgj7hcbt6tm 12 2 technology technology NN work_id5zxekuovexhaprgj7hcbt6tm 12 3 development development NN work_id5zxekuovexhaprgj7hcbt6tm 12 4 in in IN work_id5zxekuovexhaprgj7hcbt6tm 12 5 the the DT work_id5zxekuovexhaprgj7hcbt6tm 12 6 world world NN work_id5zxekuovexhaprgj7hcbt6tm 12 7 of of IN 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40 mathematical mathematical JJ work_id5zxekuovexhaprgj7hcbt6tm 14 41 analysis analysis NN work_id5zxekuovexhaprgj7hcbt6tm 14 42 of of IN work_id5zxekuovexhaprgj7hcbt6tm 14 43 the the DT work_id5zxekuovexhaprgj7hcbt6tm 14 44 problem problem NN work_id5zxekuovexhaprgj7hcbt6tm 14 45 . . . work_id5zxekuovexhaprgj7hcbt6tm 15 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 15 2 the the DT work_id5zxekuovexhaprgj7hcbt6tm 15 3 standard standard JJ work_id5zxekuovexhaprgj7hcbt6tm 15 4 system system NN work_id5zxekuovexhaprgj7hcbt6tm 15 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 15 6 there there EX work_id5zxekuovexhaprgj7hcbt6tm 15 7 are be VBP work_id5zxekuovexhaprgj7hcbt6tm 15 8 two two CD work_id5zxekuovexhaprgj7hcbt6tm 15 9 commonly commonly RB work_id5zxekuovexhaprgj7hcbt6tm 15 10 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 15 11 models model NNS work_id5zxekuovexhaprgj7hcbt6tm 15 12 , , , work_id5zxekuovexhaprgj7hcbt6tm 15 13 namely namely RB work_id5zxekuovexhaprgj7hcbt6tm 15 14 forward forward RB work_id5zxekuovexhaprgj7hcbt6tm 15 15 chaining chaining NN work_id5zxekuovexhaprgj7hcbt6tm 15 16 rules rule NNS work_id5zxekuovexhaprgj7hcbt6tm 15 17 and and CC work_id5zxekuovexhaprgj7hcbt6tm 15 18 backward backward JJ work_id5zxekuovexhaprgj7hcbt6tm 15 19 chaining chaining NN work_id5zxekuovexhaprgj7hcbt6tm 15 20 rules rule NNS work_id5zxekuovexhaprgj7hcbt6tm 15 21 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 15 22 4 4 CD work_id5zxekuovexhaprgj7hcbt6tm 15 23 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 15 24 . . . work_id5zxekuovexhaprgj7hcbt6tm 16 1 Forward forward RB work_id5zxekuovexhaprgj7hcbt6tm 16 2 chaining chaining NN work_id5zxekuovexhaprgj7hcbt6tm 16 3 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 16 4 forward forward RB work_id5zxekuovexhaprgj7hcbt6tm 16 5 tracking track VBG work_id5zxekuovexhaprgj7hcbt6tm 16 6 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 16 7 starts start VBZ work_id5zxekuovexhaprgj7hcbt6tm 16 8 from from IN work_id5zxekuovexhaprgj7hcbt6tm 16 9 a a DT 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work_id5zxekuovexhaprgj7hcbt6tm 18 4 http://ijsrcseit.com/ http://ijsrcseit.com/ ADD work_id5zxekuovexhaprgj7hcbt6tm 18 5 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 18 6 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 18 7 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 18 8 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 18 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 18 10 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 18 11 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 18 12 , , , work_id5zxekuovexhaprgj7hcbt6tm 18 13 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 18 14 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 18 15 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 18 16 | | CD work_id5zxekuovexhaprgj7hcbt6tm 18 17 http://ijsrcseit.com http://ijsrcseit.com NNP work_id5zxekuovexhaprgj7hcbt6tm 18 18 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 18 19 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 18 20 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 18 21 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 18 22 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 18 23 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 18 24 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 18 25 Res Res NNP work_id5zxekuovexhaprgj7hcbt6tm 18 26 CSE CSE NNP work_id5zxekuovexhaprgj7hcbt6tm 18 27 & & CC work_id5zxekuovexhaprgj7hcbt6tm 18 28 IT IT NNP work_id5zxekuovexhaprgj7hcbt6tm 18 29 , , , work_id5zxekuovexhaprgj7hcbt6tm 18 30 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 18 31 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 18 32 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 18 33 ; ; : work_id5zxekuovexhaprgj7hcbt6tm 18 34 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 18 35 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 18 36 6 6 CD 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work_id5zxekuovexhaprgj7hcbt6tm 18 56 health health NN work_id5zxekuovexhaprgj7hcbt6tm 18 57 , , , work_id5zxekuovexhaprgj7hcbt6tm 18 58 especially especially RB work_id5zxekuovexhaprgj7hcbt6tm 18 59 for for IN work_id5zxekuovexhaprgj7hcbt6tm 18 60 the the DT work_id5zxekuovexhaprgj7hcbt6tm 18 61 lungs lung NNS work_id5zxekuovexhaprgj7hcbt6tm 18 62 in in IN work_id5zxekuovexhaprgj7hcbt6tm 18 63 children child NNS work_id5zxekuovexhaprgj7hcbt6tm 18 64 by by IN work_id5zxekuovexhaprgj7hcbt6tm 18 65 applying apply VBG work_id5zxekuovexhaprgj7hcbt6tm 18 66 models model NNS work_id5zxekuovexhaprgj7hcbt6tm 18 67 from from IN work_id5zxekuovexhaprgj7hcbt6tm 18 68 machine machine NN work_id5zxekuovexhaprgj7hcbt6tm 18 69 learning learn VBG work_id5zxekuovexhaprgj7hcbt6tm 18 70 such such JJ work_id5zxekuovexhaprgj7hcbt6tm 18 71 as as IN work_id5zxekuovexhaprgj7hcbt6tm 18 72 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 18 73 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 18 74 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 18 75 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 18 76 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 18 77 and and CC work_id5zxekuovexhaprgj7hcbt6tm 18 78 Support Support NNP work_id5zxekuovexhaprgj7hcbt6tm 18 79 Vector Vector NNP work_id5zxekuovexhaprgj7hcbt6tm 18 80 Machine Machine NNP work_id5zxekuovexhaprgj7hcbt6tm 18 81 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 18 82 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 18 83 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 18 84 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 18 85 5 5 CD work_id5zxekuovexhaprgj7hcbt6tm 18 86 , , , work_id5zxekuovexhaprgj7hcbt6tm 18 87 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 18 88 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 18 89 . . . work_id5zxekuovexhaprgj7hcbt6tm 19 1 Although although IN work_id5zxekuovexhaprgj7hcbt6tm 19 2 previous previous JJ work_id5zxekuovexhaprgj7hcbt6tm 19 3 research research NN work_id5zxekuovexhaprgj7hcbt6tm 19 4 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 19 5 implemented implement VBN work_id5zxekuovexhaprgj7hcbt6tm 19 6 various various JJ work_id5zxekuovexhaprgj7hcbt6tm 19 7 types type NNS work_id5zxekuovexhaprgj7hcbt6tm 19 8 of of IN work_id5zxekuovexhaprgj7hcbt6tm 19 9 classifiers classifier NNS work_id5zxekuovexhaprgj7hcbt6tm 19 10 such such JJ work_id5zxekuovexhaprgj7hcbt6tm 19 11 as as IN work_id5zxekuovexhaprgj7hcbt6tm 19 12 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 19 13 and and CC work_id5zxekuovexhaprgj7hcbt6tm 19 14 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 19 15 , , , work_id5zxekuovexhaprgj7hcbt6tm 19 16 they -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 19 17 have have VBP work_id5zxekuovexhaprgj7hcbt6tm 19 18 not not RB work_id5zxekuovexhaprgj7hcbt6tm 19 19 considered consider VBN work_id5zxekuovexhaprgj7hcbt6tm 19 20 creating create VBG work_id5zxekuovexhaprgj7hcbt6tm 19 21 a a DT work_id5zxekuovexhaprgj7hcbt6tm 19 22 system system NN work_id5zxekuovexhaprgj7hcbt6tm 19 23 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 19 24 can can MD work_id5zxekuovexhaprgj7hcbt6tm 19 25 make make VB work_id5zxekuovexhaprgj7hcbt6tm 19 26 it -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 19 27 easier easy JJR work_id5zxekuovexhaprgj7hcbt6tm 19 28 to to TO work_id5zxekuovexhaprgj7hcbt6tm 19 29 conduct conduct VB work_id5zxekuovexhaprgj7hcbt6tm 19 30 research research NN work_id5zxekuovexhaprgj7hcbt6tm 19 31 evaluations evaluation NNS work_id5zxekuovexhaprgj7hcbt6tm 19 32 simultaneously simultaneously RB work_id5zxekuovexhaprgj7hcbt6tm 19 33 . . . work_id5zxekuovexhaprgj7hcbt6tm 20 1 Therefore therefore RB work_id5zxekuovexhaprgj7hcbt6tm 20 2 , , , work_id5zxekuovexhaprgj7hcbt6tm 20 3 in in IN work_id5zxekuovexhaprgj7hcbt6tm 20 4 this this DT work_id5zxekuovexhaprgj7hcbt6tm 20 5 study study NN work_id5zxekuovexhaprgj7hcbt6tm 20 6 we -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 20 7 propose propose VBP work_id5zxekuovexhaprgj7hcbt6tm 20 8 to to TO work_id5zxekuovexhaprgj7hcbt6tm 20 9 design design VB work_id5zxekuovexhaprgj7hcbt6tm 20 10 a a DT work_id5zxekuovexhaprgj7hcbt6tm 20 11 system system NN work_id5zxekuovexhaprgj7hcbt6tm 20 12 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 20 13 can can MD work_id5zxekuovexhaprgj7hcbt6tm 20 14 perform perform VB work_id5zxekuovexhaprgj7hcbt6tm 20 15 simultaneous simultaneous JJ work_id5zxekuovexhaprgj7hcbt6tm 20 16 evaluation evaluation NN work_id5zxekuovexhaprgj7hcbt6tm 20 17 by by IN work_id5zxekuovexhaprgj7hcbt6tm 20 18 utilizing utilize VBG work_id5zxekuovexhaprgj7hcbt6tm 20 19 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 20 20 and and CC work_id5zxekuovexhaprgj7hcbt6tm 20 21 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 20 22 classifiers classifier NNS work_id5zxekuovexhaprgj7hcbt6tm 20 23 in in IN work_id5zxekuovexhaprgj7hcbt6tm 20 24 the the DT work_id5zxekuovexhaprgj7hcbt6tm 20 25 detection detection NN work_id5zxekuovexhaprgj7hcbt6tm 20 26 of of IN work_id5zxekuovexhaprgj7hcbt6tm 20 27 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 20 28 disease disease NN work_id5zxekuovexhaprgj7hcbt6tm 20 29 in in IN work_id5zxekuovexhaprgj7hcbt6tm 20 30 children child NNS work_id5zxekuovexhaprgj7hcbt6tm 20 31 . . . work_id5zxekuovexhaprgj7hcbt6tm 21 1 II ii CD work_id5zxekuovexhaprgj7hcbt6tm 21 2 . . . work_id5zxekuovexhaprgj7hcbt6tm 22 1 RELATED related JJ work_id5zxekuovexhaprgj7hcbt6tm 22 2 WORK work NN work_id5zxekuovexhaprgj7hcbt6tm 22 3 In in IN work_id5zxekuovexhaprgj7hcbt6tm 22 4 this this DT work_id5zxekuovexhaprgj7hcbt6tm 22 5 chapter chapter NN work_id5zxekuovexhaprgj7hcbt6tm 22 6 we -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 22 7 divide divide VBP work_id5zxekuovexhaprgj7hcbt6tm 22 8 references reference NNS work_id5zxekuovexhaprgj7hcbt6tm 22 9 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 22 10 on on IN work_id5zxekuovexhaprgj7hcbt6tm 22 11 our -PRON- PRP$ work_id5zxekuovexhaprgj7hcbt6tm 22 12 research research NN work_id5zxekuovexhaprgj7hcbt6tm 22 13 topic topic NN work_id5zxekuovexhaprgj7hcbt6tm 22 14 , , , work_id5zxekuovexhaprgj7hcbt6tm 22 15 namely namely RB work_id5zxekuovexhaprgj7hcbt6tm 22 16 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 22 17 and and CC work_id5zxekuovexhaprgj7hcbt6tm 22 18 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 22 19 classifiers classifier NNS work_id5zxekuovexhaprgj7hcbt6tm 22 20 in in IN work_id5zxekuovexhaprgj7hcbt6tm 22 21 detecting detect VBG work_id5zxekuovexhaprgj7hcbt6tm 22 22 Childs Childs NNP work_id5zxekuovexhaprgj7hcbt6tm 22 23 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 22 24 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 22 25 disease disease NN work_id5zxekuovexhaprgj7hcbt6tm 22 26 . . . work_id5zxekuovexhaprgj7hcbt6tm 23 1 2.1 2.1 CD work_id5zxekuovexhaprgj7hcbt6tm 23 2 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 23 3 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 23 4 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 23 5 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 23 6 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 23 7 to to TO work_id5zxekuovexhaprgj7hcbt6tm 23 8 Detect Detect NNP work_id5zxekuovexhaprgj7hcbt6tm 23 9 Childs Childs NNP work_id5zxekuovexhaprgj7hcbt6tm 23 10 ’ ' '' work_id5zxekuovexhaprgj7hcbt6tm 23 11 Lung Lung NNP work_id5zxekuovexhaprgj7hcbt6tm 23 12 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 23 13 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 23 14 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 23 15 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 23 16 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 23 17 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 23 18 of of IN work_id5zxekuovexhaprgj7hcbt6tm 23 19 the the DT work_id5zxekuovexhaprgj7hcbt6tm 23 20 one one CD work_id5zxekuovexhaprgj7hcbt6tm 23 21 most most RBS work_id5zxekuovexhaprgj7hcbt6tm 23 22 elegant elegant JJ work_id5zxekuovexhaprgj7hcbt6tm 23 23 machine machine NN work_id5zxekuovexhaprgj7hcbt6tm 23 24 learning learning NN work_id5zxekuovexhaprgj7hcbt6tm 23 25 technique technique NN work_id5zxekuovexhaprgj7hcbt6tm 23 26 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 23 27 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 23 28 practically practically RB work_id5zxekuovexhaprgj7hcbt6tm 23 29 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 23 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 24 1 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 24 2 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 24 3 an an DT work_id5zxekuovexhaprgj7hcbt6tm 24 4 efficiency efficiency NN work_id5zxekuovexhaprgj7hcbt6tm 24 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 24 6 effectiveness effectiveness NN work_id5zxekuovexhaprgj7hcbt6tm 24 7 , , , work_id5zxekuovexhaprgj7hcbt6tm 24 8 and and CC work_id5zxekuovexhaprgj7hcbt6tm 24 9 iterability iterability NN work_id5zxekuovexhaprgj7hcbt6tm 24 10 algorithm algorithm NN work_id5zxekuovexhaprgj7hcbt6tm 24 11 to to TO work_id5zxekuovexhaprgj7hcbt6tm 24 12 classify classify VB work_id5zxekuovexhaprgj7hcbt6tm 24 13 the the DT work_id5zxekuovexhaprgj7hcbt6tm 24 14 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 24 15 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 24 16 7–9 7–9 NFP work_id5zxekuovexhaprgj7hcbt6tm 24 17 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 24 18 . . . work_id5zxekuovexhaprgj7hcbt6tm 25 1 Previous previous JJ work_id5zxekuovexhaprgj7hcbt6tm 25 2 studies study NNS work_id5zxekuovexhaprgj7hcbt6tm 25 3 have have VBP work_id5zxekuovexhaprgj7hcbt6tm 25 4 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 25 5 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 25 6 in in IN work_id5zxekuovexhaprgj7hcbt6tm 25 7 evaluating evaluate VBG work_id5zxekuovexhaprgj7hcbt6tm 25 8 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 25 9 symptoms symptom NNS work_id5zxekuovexhaprgj7hcbt6tm 25 10 in in IN work_id5zxekuovexhaprgj7hcbt6tm 25 11 children child NNS work_id5zxekuovexhaprgj7hcbt6tm 25 12 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 25 13 4 4 CD work_id5zxekuovexhaprgj7hcbt6tm 25 14 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 25 15 2.2 2.2 CD work_id5zxekuovexhaprgj7hcbt6tm 25 16 Support Support NNP work_id5zxekuovexhaprgj7hcbt6tm 25 17 Vector Vector NNP work_id5zxekuovexhaprgj7hcbt6tm 25 18 Machine Machine NNP work_id5zxekuovexhaprgj7hcbt6tm 25 19 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 25 20 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 25 21 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 25 22 to to TO work_id5zxekuovexhaprgj7hcbt6tm 25 23 Detect Detect NNP work_id5zxekuovexhaprgj7hcbt6tm 25 24 Childs Childs NNP work_id5zxekuovexhaprgj7hcbt6tm 25 25 ’ ' '' work_id5zxekuovexhaprgj7hcbt6tm 25 26 Lung Lung NNP work_id5zxekuovexhaprgj7hcbt6tm 25 27 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 25 28 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 25 29 one one CD work_id5zxekuovexhaprgj7hcbt6tm 25 30 of of IN work_id5zxekuovexhaprgj7hcbt6tm 25 31 the the DT work_id5zxekuovexhaprgj7hcbt6tm 25 32 successful successful JJ work_id5zxekuovexhaprgj7hcbt6tm 25 33 methods method NNS work_id5zxekuovexhaprgj7hcbt6tm 25 34 to to TO work_id5zxekuovexhaprgj7hcbt6tm 25 35 develop develop VB work_id5zxekuovexhaprgj7hcbt6tm 25 36 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 25 37 in in IN work_id5zxekuovexhaprgj7hcbt6tm 25 38 supervised supervise VBN work_id5zxekuovexhaprgj7hcbt6tm 25 39 learning learning NN work_id5zxekuovexhaprgj7hcbt6tm 25 40 . . . work_id5zxekuovexhaprgj7hcbt6tm 26 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 26 2 addition addition NN work_id5zxekuovexhaprgj7hcbt6tm 26 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 26 4 Huajuan Huajuan NNP work_id5zxekuovexhaprgj7hcbt6tm 26 5 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 26 6 10 10 CD work_id5zxekuovexhaprgj7hcbt6tm 26 7 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 26 8 illustrated illustrate VBN work_id5zxekuovexhaprgj7hcbt6tm 26 9 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 26 10 useful useful JJ work_id5zxekuovexhaprgj7hcbt6tm 26 11 to to TO work_id5zxekuovexhaprgj7hcbt6tm 26 12 apply apply VB work_id5zxekuovexhaprgj7hcbt6tm 26 13 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 26 14 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 26 15 in in IN work_id5zxekuovexhaprgj7hcbt6tm 26 16 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 26 17 mining mining NN work_id5zxekuovexhaprgj7hcbt6tm 26 18 and and CC work_id5zxekuovexhaprgj7hcbt6tm 26 19 machine machine NN work_id5zxekuovexhaprgj7hcbt6tm 26 20 learning learning NN work_id5zxekuovexhaprgj7hcbt6tm 26 21 , , , work_id5zxekuovexhaprgj7hcbt6tm 26 22 because because IN work_id5zxekuovexhaprgj7hcbt6tm 26 23 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 26 24 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 26 25 successfully successfully RB work_id5zxekuovexhaprgj7hcbt6tm 26 26 solved solve VBN work_id5zxekuovexhaprgj7hcbt6tm 26 27 and and CC work_id5zxekuovexhaprgj7hcbt6tm 26 28 predicted predict VBD work_id5zxekuovexhaprgj7hcbt6tm 26 29 the the DT work_id5zxekuovexhaprgj7hcbt6tm 26 30 problem problem NN work_id5zxekuovexhaprgj7hcbt6tm 26 31 in in IN work_id5zxekuovexhaprgj7hcbt6tm 26 32 high high JJ work_id5zxekuovexhaprgj7hcbt6tm 26 33 dimensionality dimensionality NN work_id5zxekuovexhaprgj7hcbt6tm 26 34 of of IN work_id5zxekuovexhaprgj7hcbt6tm 26 35 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 26 36 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 26 37 such such JJ work_id5zxekuovexhaprgj7hcbt6tm 26 38 as as IN work_id5zxekuovexhaprgj7hcbt6tm 26 39 text text NN work_id5zxekuovexhaprgj7hcbt6tm 26 40 categorization categorization NN work_id5zxekuovexhaprgj7hcbt6tm 26 41 with with IN work_id5zxekuovexhaprgj7hcbt6tm 26 42 excellent excellent JJ work_id5zxekuovexhaprgj7hcbt6tm 26 43 performances performance NNS work_id5zxekuovexhaprgj7hcbt6tm 26 44 . . . work_id5zxekuovexhaprgj7hcbt6tm 27 1 Previous previous JJ work_id5zxekuovexhaprgj7hcbt6tm 27 2 studies study NNS work_id5zxekuovexhaprgj7hcbt6tm 27 3 have have VBP work_id5zxekuovexhaprgj7hcbt6tm 27 4 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 27 5 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 27 6 in in IN work_id5zxekuovexhaprgj7hcbt6tm 27 7 evaluating evaluate VBG work_id5zxekuovexhaprgj7hcbt6tm 27 8 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 27 9 symptoms symptom NNS work_id5zxekuovexhaprgj7hcbt6tm 27 10 in in IN work_id5zxekuovexhaprgj7hcbt6tm 27 11 children child NNS work_id5zxekuovexhaprgj7hcbt6tm 27 12 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 27 13 5 5 CD work_id5zxekuovexhaprgj7hcbt6tm 27 14 , , , work_id5zxekuovexhaprgj7hcbt6tm 27 15 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 27 16 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 27 17 . . . work_id5zxekuovexhaprgj7hcbt6tm 28 1 III iii CD work_id5zxekuovexhaprgj7hcbt6tm 28 2 . . . work_id5zxekuovexhaprgj7hcbt6tm 29 1 PROPOSED proposed WRB work_id5zxekuovexhaprgj7hcbt6tm 29 2 MODEL MODEL NNP work_id5zxekuovexhaprgj7hcbt6tm 29 3 The the DT work_id5zxekuovexhaprgj7hcbt6tm 29 4 flow flow NN work_id5zxekuovexhaprgj7hcbt6tm 29 5 work work NN work_id5zxekuovexhaprgj7hcbt6tm 29 6 of of IN work_id5zxekuovexhaprgj7hcbt6tm 29 7 this this DT work_id5zxekuovexhaprgj7hcbt6tm 29 8 research research NN work_id5zxekuovexhaprgj7hcbt6tm 29 9 divided divide VBD work_id5zxekuovexhaprgj7hcbt6tm 29 10 into into IN work_id5zxekuovexhaprgj7hcbt6tm 29 11 six six CD work_id5zxekuovexhaprgj7hcbt6tm 29 12 steps step NNS work_id5zxekuovexhaprgj7hcbt6tm 29 13 such such JJ work_id5zxekuovexhaprgj7hcbt6tm 29 14 as as IN work_id5zxekuovexhaprgj7hcbt6tm 29 15 design design NN work_id5zxekuovexhaprgj7hcbt6tm 29 16 of of IN work_id5zxekuovexhaprgj7hcbt6tm 29 17 knowledge knowledge NN work_id5zxekuovexhaprgj7hcbt6tm 29 18 representation representation NN work_id5zxekuovexhaprgj7hcbt6tm 29 19 , , , work_id5zxekuovexhaprgj7hcbt6tm 29 20 prototyping prototype VBG work_id5zxekuovexhaprgj7hcbt6tm 29 21 system system NN work_id5zxekuovexhaprgj7hcbt6tm 29 22 , , , work_id5zxekuovexhaprgj7hcbt6tm 29 23 validation validation NN work_id5zxekuovexhaprgj7hcbt6tm 29 24 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 29 25 , , , work_id5zxekuovexhaprgj7hcbt6tm 29 26 testing testing NN work_id5zxekuovexhaprgj7hcbt6tm 29 27 of of IN work_id5zxekuovexhaprgj7hcbt6tm 29 28 program program NN work_id5zxekuovexhaprgj7hcbt6tm 29 29 , , , work_id5zxekuovexhaprgj7hcbt6tm 29 30 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 29 31 . . . work_id5zxekuovexhaprgj7hcbt6tm 30 1 3.1 3.1 CD work_id5zxekuovexhaprgj7hcbt6tm 30 2 Design design NN work_id5zxekuovexhaprgj7hcbt6tm 30 3 of of IN work_id5zxekuovexhaprgj7hcbt6tm 30 4 knowledge knowledge NN work_id5zxekuovexhaprgj7hcbt6tm 30 5 representation representation NN work_id5zxekuovexhaprgj7hcbt6tm 30 6 a. a. NN work_id5zxekuovexhaprgj7hcbt6tm 31 1 Design design NN work_id5zxekuovexhaprgj7hcbt6tm 31 2 of of IN work_id5zxekuovexhaprgj7hcbt6tm 31 3 knowledge knowledge NN work_id5zxekuovexhaprgj7hcbt6tm 31 4 representation representation NN work_id5zxekuovexhaprgj7hcbt6tm 31 5 model model NN work_id5zxekuovexhaprgj7hcbt6tm 31 6 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 31 7 was be VBD work_id5zxekuovexhaprgj7hcbt6tm 31 8 employed employ VBN work_id5zxekuovexhaprgj7hcbt6tm 31 9 on on IN work_id5zxekuovexhaprgj7hcbt6tm 31 10 this this DT work_id5zxekuovexhaprgj7hcbt6tm 31 11 system system NN work_id5zxekuovexhaprgj7hcbt6tm 31 12 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 31 13 on on IN work_id5zxekuovexhaprgj7hcbt6tm 31 14 the the DT work_id5zxekuovexhaprgj7hcbt6tm 31 15 production production NN work_id5zxekuovexhaprgj7hcbt6tm 31 16 rule rule NN work_id5zxekuovexhaprgj7hcbt6tm 31 17 using use VBG work_id5zxekuovexhaprgj7hcbt6tm 31 18 pattern pattern NN work_id5zxekuovexhaprgj7hcbt6tm 31 19 of of IN work_id5zxekuovexhaprgj7hcbt6tm 31 20 IF IF NNP work_id5zxekuovexhaprgj7hcbt6tm 31 21 – – : work_id5zxekuovexhaprgj7hcbt6tm 31 22 THEN then RB work_id5zxekuovexhaprgj7hcbt6tm 31 23 . . . work_id5zxekuovexhaprgj7hcbt6tm 32 1 Each each DT work_id5zxekuovexhaprgj7hcbt6tm 32 2 lungs lung NNS work_id5zxekuovexhaprgj7hcbt6tm 32 3 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 32 4 symptom symptom NN work_id5zxekuovexhaprgj7hcbt6tm 32 5 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 32 6 determined determine VBN work_id5zxekuovexhaprgj7hcbt6tm 32 7 the the DT work_id5zxekuovexhaprgj7hcbt6tm 32 8 weight weight NN work_id5zxekuovexhaprgj7hcbt6tm 32 9 value value NN work_id5zxekuovexhaprgj7hcbt6tm 32 10 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 32 11 confidence confidence NN work_id5zxekuovexhaprgj7hcbt6tm 32 12 factor factor NN work_id5zxekuovexhaprgj7hcbt6tm 32 13 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 32 14 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 32 15 was be VBD work_id5zxekuovexhaprgj7hcbt6tm 32 16 defined define VBN work_id5zxekuovexhaprgj7hcbt6tm 32 17 by by IN work_id5zxekuovexhaprgj7hcbt6tm 32 18 the the DT work_id5zxekuovexhaprgj7hcbt6tm 32 19 domain domain NN work_id5zxekuovexhaprgj7hcbt6tm 32 20 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 32 21 within within IN work_id5zxekuovexhaprgj7hcbt6tm 32 22 range range NN work_id5zxekuovexhaprgj7hcbt6tm 32 23 0 0 CD work_id5zxekuovexhaprgj7hcbt6tm 32 24 .... .... SYM work_id5zxekuovexhaprgj7hcbt6tm 32 25 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 32 26 . . . work_id5zxekuovexhaprgj7hcbt6tm 33 1 This this DT work_id5zxekuovexhaprgj7hcbt6tm 33 2 value value NN work_id5zxekuovexhaprgj7hcbt6tm 33 3 represents represent VBZ work_id5zxekuovexhaprgj7hcbt6tm 33 4 the the DT work_id5zxekuovexhaprgj7hcbt6tm 33 5 confidence confidence NN work_id5zxekuovexhaprgj7hcbt6tm 33 6 value value NN work_id5zxekuovexhaprgj7hcbt6tm 33 7 of of IN work_id5zxekuovexhaprgj7hcbt6tm 33 8 each each DT work_id5zxekuovexhaprgj7hcbt6tm 33 9 lungs lung NNS work_id5zxekuovexhaprgj7hcbt6tm 33 10 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 33 11 symptom symptom NN work_id5zxekuovexhaprgj7hcbt6tm 33 12 which which WDT work_id5zxekuovexhaprgj7hcbt6tm 33 13 causing cause VBG work_id5zxekuovexhaprgj7hcbt6tm 33 14 particular particular JJ work_id5zxekuovexhaprgj7hcbt6tm 33 15 diseases disease NNS work_id5zxekuovexhaprgj7hcbt6tm 33 16 . . . work_id5zxekuovexhaprgj7hcbt6tm 34 1 b. b. NNP work_id5zxekuovexhaprgj7hcbt6tm 35 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 35 2 lungs lung NNS work_id5zxekuovexhaprgj7hcbt6tm 35 3 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 35 4 disease disease NN work_id5zxekuovexhaprgj7hcbt6tm 35 5 diagnosis diagnosis NN work_id5zxekuovexhaprgj7hcbt6tm 35 6 adopted adopt VBD work_id5zxekuovexhaprgj7hcbt6tm 35 7 a a DT work_id5zxekuovexhaprgj7hcbt6tm 35 8 forward forward JJ work_id5zxekuovexhaprgj7hcbt6tm 35 9 chaining chain VBG work_id5zxekuovexhaprgj7hcbt6tm 35 10 inference inference NN work_id5zxekuovexhaprgj7hcbt6tm 35 11 . . . work_id5zxekuovexhaprgj7hcbt6tm 36 1 This this DT work_id5zxekuovexhaprgj7hcbt6tm 36 2 system system NN work_id5zxekuovexhaprgj7hcbt6tm 36 3 allows allow VBZ work_id5zxekuovexhaprgj7hcbt6tm 36 4 users user NNS work_id5zxekuovexhaprgj7hcbt6tm 36 5 to to TO work_id5zxekuovexhaprgj7hcbt6tm 36 6 select select VB work_id5zxekuovexhaprgj7hcbt6tm 36 7 the the DT work_id5zxekuovexhaprgj7hcbt6tm 36 8 symptoms symptom NNS work_id5zxekuovexhaprgj7hcbt6tm 36 9 of of IN work_id5zxekuovexhaprgj7hcbt6tm 36 10 the the DT work_id5zxekuovexhaprgj7hcbt6tm 36 11 infected infected JJ work_id5zxekuovexhaprgj7hcbt6tm 36 12 kids kid NNS work_id5zxekuovexhaprgj7hcbt6tm 36 13 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 36 14 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 36 15 . . . work_id5zxekuovexhaprgj7hcbt6tm 37 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 37 2 user user NN work_id5zxekuovexhaprgj7hcbt6tm 37 3 could could MD work_id5zxekuovexhaprgj7hcbt6tm 37 4 be be VB work_id5zxekuovexhaprgj7hcbt6tm 37 5 selected select VBN work_id5zxekuovexhaprgj7hcbt6tm 37 6 the the DT work_id5zxekuovexhaprgj7hcbt6tm 37 7 symptoms symptoms NNP work_id5zxekuovexhaprgj7hcbt6tm 37 8 textual textual NNP work_id5zxekuovexhaprgj7hcbt6tm 37 9 statement statement NN work_id5zxekuovexhaprgj7hcbt6tm 37 10 and and CC work_id5zxekuovexhaprgj7hcbt6tm 37 11 sample sample NN work_id5zxekuovexhaprgj7hcbt6tm 37 12 image image NN work_id5zxekuovexhaprgj7hcbt6tm 37 13 in in IN work_id5zxekuovexhaprgj7hcbt6tm 37 14 the the DT work_id5zxekuovexhaprgj7hcbt6tm 37 15 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 37 16 system system NN work_id5zxekuovexhaprgj7hcbt6tm 37 17 . . . work_id5zxekuovexhaprgj7hcbt6tm 38 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 38 2 system system NN work_id5zxekuovexhaprgj7hcbt6tm 38 3 will will MD work_id5zxekuovexhaprgj7hcbt6tm 38 4 process process VB work_id5zxekuovexhaprgj7hcbt6tm 38 5 the the DT work_id5zxekuovexhaprgj7hcbt6tm 38 6 choice choice NN work_id5zxekuovexhaprgj7hcbt6tm 38 7 of of IN work_id5zxekuovexhaprgj7hcbt6tm 38 8 users user NNS work_id5zxekuovexhaprgj7hcbt6tm 38 9 and and CC work_id5zxekuovexhaprgj7hcbt6tm 38 10 give give VB work_id5zxekuovexhaprgj7hcbt6tm 38 11 the the DT work_id5zxekuovexhaprgj7hcbt6tm 38 12 evaluation evaluation NN work_id5zxekuovexhaprgj7hcbt6tm 38 13 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 38 14 of of IN work_id5zxekuovexhaprgj7hcbt6tm 38 15 the the DT work_id5zxekuovexhaprgj7hcbt6tm 38 16 infected infected JJ work_id5zxekuovexhaprgj7hcbt6tm 38 17 kids kid NNS work_id5zxekuovexhaprgj7hcbt6tm 38 18 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 38 19 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 38 20 . . . work_id5zxekuovexhaprgj7hcbt6tm 39 1 3.2 3.2 CD work_id5zxekuovexhaprgj7hcbt6tm 39 2 System system NN work_id5zxekuovexhaprgj7hcbt6tm 39 3 Prototyping prototype VBG work_id5zxekuovexhaprgj7hcbt6tm 39 4 The the DT work_id5zxekuovexhaprgj7hcbt6tm 39 5 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 39 6 system system NN work_id5zxekuovexhaprgj7hcbt6tm 39 7 , , , work_id5zxekuovexhaprgj7hcbt6tm 39 8 for for IN work_id5zxekuovexhaprgj7hcbt6tm 39 9 diagnosing diagnose VBG work_id5zxekuovexhaprgj7hcbt6tm 39 10 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 39 11 disease disease NN work_id5zxekuovexhaprgj7hcbt6tm 39 12 , , , work_id5zxekuovexhaprgj7hcbt6tm 39 13 consists consist VBZ work_id5zxekuovexhaprgj7hcbt6tm 39 14 of of IN work_id5zxekuovexhaprgj7hcbt6tm 39 15 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 39 16 disease disease NNP work_id5zxekuovexhaprgj7hcbt6tm 39 17 diagnosis diagnosis NN work_id5zxekuovexhaprgj7hcbt6tm 39 18 , , , work_id5zxekuovexhaprgj7hcbt6tm 39 19 knowledge knowledge NN work_id5zxekuovexhaprgj7hcbt6tm 39 20 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 39 21 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 39 22 , , , work_id5zxekuovexhaprgj7hcbt6tm 39 23 inference inference NN work_id5zxekuovexhaprgj7hcbt6tm 39 24 engine engine NN work_id5zxekuovexhaprgj7hcbt6tm 39 25 and and CC work_id5zxekuovexhaprgj7hcbt6tm 39 26 database database NN work_id5zxekuovexhaprgj7hcbt6tm 39 27 . . . work_id5zxekuovexhaprgj7hcbt6tm 40 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 40 2 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 40 3 system system NN work_id5zxekuovexhaprgj7hcbt6tm 40 4 architecture architecture NN work_id5zxekuovexhaprgj7hcbt6tm 40 5 can can MD work_id5zxekuovexhaprgj7hcbt6tm 40 6 be be VB work_id5zxekuovexhaprgj7hcbt6tm 40 7 shown show VBN work_id5zxekuovexhaprgj7hcbt6tm 40 8 in in IN work_id5zxekuovexhaprgj7hcbt6tm 40 9 Figure Figure NNP work_id5zxekuovexhaprgj7hcbt6tm 40 10 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 40 11 . . . work_id5zxekuovexhaprgj7hcbt6tm 41 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 41 2 research research NN work_id5zxekuovexhaprgj7hcbt6tm 41 3 we -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 41 4 adopted adopt VBD work_id5zxekuovexhaprgj7hcbt6tm 41 5 PHP PHP NNP work_id5zxekuovexhaprgj7hcbt6tm 41 6 program program NN work_id5zxekuovexhaprgj7hcbt6tm 41 7 language language NN work_id5zxekuovexhaprgj7hcbt6tm 41 8 with with IN work_id5zxekuovexhaprgj7hcbt6tm 41 9 MySQL MySQL NNP work_id5zxekuovexhaprgj7hcbt6tm 41 10 as as IN work_id5zxekuovexhaprgj7hcbt6tm 41 11 database database NN work_id5zxekuovexhaprgj7hcbt6tm 41 12 . . . work_id5zxekuovexhaprgj7hcbt6tm 42 1 Inference inference NN work_id5zxekuovexhaprgj7hcbt6tm 42 2 engine engine NN work_id5zxekuovexhaprgj7hcbt6tm 42 3 contains contain VBZ work_id5zxekuovexhaprgj7hcbt6tm 42 4 thought thought NN work_id5zxekuovexhaprgj7hcbt6tm 42 5 mechanism mechanism NN work_id5zxekuovexhaprgj7hcbt6tm 42 6 and and CC work_id5zxekuovexhaprgj7hcbt6tm 42 7 system system NN work_id5zxekuovexhaprgj7hcbt6tm 42 8 reasoning reasoning NN work_id5zxekuovexhaprgj7hcbt6tm 42 9 pattern pattern NN work_id5zxekuovexhaprgj7hcbt6tm 42 10 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 42 11 by by IN work_id5zxekuovexhaprgj7hcbt6tm 42 12 an an DT work_id5zxekuovexhaprgj7hcbt6tm 42 13 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 42 14 . . . work_id5zxekuovexhaprgj7hcbt6tm 43 1 This this DT work_id5zxekuovexhaprgj7hcbt6tm 43 2 mechanism mechanism NN work_id5zxekuovexhaprgj7hcbt6tm 43 3 will will MD work_id5zxekuovexhaprgj7hcbt6tm 43 4 analyze analyze VB work_id5zxekuovexhaprgj7hcbt6tm 43 5 a a DT work_id5zxekuovexhaprgj7hcbt6tm 43 6 symptom symptom NN work_id5zxekuovexhaprgj7hcbt6tm 43 7 selected select VBN work_id5zxekuovexhaprgj7hcbt6tm 43 8 by by IN work_id5zxekuovexhaprgj7hcbt6tm 43 9 the the DT work_id5zxekuovexhaprgj7hcbt6tm 43 10 user user NN work_id5zxekuovexhaprgj7hcbt6tm 43 11 for for IN work_id5zxekuovexhaprgj7hcbt6tm 43 12 producing produce VBG work_id5zxekuovexhaprgj7hcbt6tm 43 13 the the DT work_id5zxekuovexhaprgj7hcbt6tm 43 14 conclusion conclusion NN work_id5zxekuovexhaprgj7hcbt6tm 43 15 of of IN work_id5zxekuovexhaprgj7hcbt6tm 43 16 diagnosis diagnosis NN work_id5zxekuovexhaprgj7hcbt6tm 43 17 result result NN work_id5zxekuovexhaprgj7hcbt6tm 43 18 . . . work_id5zxekuovexhaprgj7hcbt6tm 44 1 This this DT work_id5zxekuovexhaprgj7hcbt6tm 44 2 inference inference NN work_id5zxekuovexhaprgj7hcbt6tm 44 3 system system NN work_id5zxekuovexhaprgj7hcbt6tm 44 4 used use VBD work_id5zxekuovexhaprgj7hcbt6tm 44 5 forward forward RB work_id5zxekuovexhaprgj7hcbt6tm 44 6 chaining chaining NN work_id5zxekuovexhaprgj7hcbt6tm 44 7 method method NN work_id5zxekuovexhaprgj7hcbt6tm 44 8 . . . work_id5zxekuovexhaprgj7hcbt6tm 45 1 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NNP work_id5zxekuovexhaprgj7hcbt6tm 45 2 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NNP work_id5zxekuovexhaprgj7hcbt6tm 45 3 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 45 4 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 45 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 45 6 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 45 7 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 45 8 , , , work_id5zxekuovexhaprgj7hcbt6tm 45 9 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 45 10 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 45 11 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 45 12 | | CD work_id5zxekuovexhaprgj7hcbt6tm 45 13 http://ijsrcseit.com http://ijsrcseit.com NNP work_id5zxekuovexhaprgj7hcbt6tm 45 14 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 45 15 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 45 16 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 45 17 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 45 18 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 45 19 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 45 20 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 45 21 Res Res NNP work_id5zxekuovexhaprgj7hcbt6tm 45 22 CSE CSE NNP work_id5zxekuovexhaprgj7hcbt6tm 45 23 & & CC work_id5zxekuovexhaprgj7hcbt6tm 45 24 IT IT NNP work_id5zxekuovexhaprgj7hcbt6tm 45 25 , , , work_id5zxekuovexhaprgj7hcbt6tm 45 26 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 45 27 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 45 28 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 45 29 ; ; : work_id5zxekuovexhaprgj7hcbt6tm 45 30 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 45 31 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 45 32 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 45 33 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 45 34 : : : work_id5zxekuovexhaprgj7hcbt6tm 45 35 285 285 CD work_id5zxekuovexhaprgj7hcbt6tm 45 36 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 45 37 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 45 38 287 287 CD work_id5zxekuovexhaprgj7hcbt6tm 45 39 Figure figure NN work_id5zxekuovexhaprgj7hcbt6tm 45 40 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 45 41 . . . work_id5zxekuovexhaprgj7hcbt6tm 46 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 46 2 framework framework NN work_id5zxekuovexhaprgj7hcbt6tm 46 3 of of IN work_id5zxekuovexhaprgj7hcbt6tm 46 4 Proposed Proposed NNP work_id5zxekuovexhaprgj7hcbt6tm 46 5 Model Model NNP work_id5zxekuovexhaprgj7hcbt6tm 46 6 3.2.1 3.2.1 NNP work_id5zxekuovexhaprgj7hcbt6tm 46 7 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 46 8 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 46 9 Classifier Classifier NNP work_id5zxekuovexhaprgj7hcbt6tm 46 10 Given give VBN work_id5zxekuovexhaprgj7hcbt6tm 46 11 the the DT work_id5zxekuovexhaprgj7hcbt6tm 46 12 test test NN work_id5zxekuovexhaprgj7hcbt6tm 46 13 description description NN work_id5zxekuovexhaprgj7hcbt6tm 46 14 of of IN work_id5zxekuovexhaprgj7hcbt6tm 46 15 the the DT work_id5zxekuovexhaprgj7hcbt6tm 46 16 document document NN work_id5zxekuovexhaprgj7hcbt6tm 46 17 𝑑 𝑑 VBN work_id5zxekuovexhaprgj7hcbt6tm 46 18 of of IN work_id5zxekuovexhaprgj7hcbt6tm 46 19 an an DT work_id5zxekuovexhaprgj7hcbt6tm 46 20 opinion opinion NN work_id5zxekuovexhaprgj7hcbt6tm 46 21 represented represent VBN work_id5zxekuovexhaprgj7hcbt6tm 46 22 by by IN work_id5zxekuovexhaprgj7hcbt6tm 46 23 the the DT work_id5zxekuovexhaprgj7hcbt6tm 46 24 vector vector NN work_id5zxekuovexhaprgj7hcbt6tm 46 25 < < XX work_id5zxekuovexhaprgj7hcbt6tm 46 26 𝑤1 𝑤1 NNP work_id5zxekuovexhaprgj7hcbt6tm 46 27 , , , work_id5zxekuovexhaprgj7hcbt6tm 46 28 𝑤2 𝑤2 NNP work_id5zxekuovexhaprgj7hcbt6tm 46 29 , , , work_id5zxekuovexhaprgj7hcbt6tm 46 30 … … NFP work_id5zxekuovexhaprgj7hcbt6tm 46 31 . . . work_id5zxekuovexhaprgj7hcbt6tm 47 1 . . . work_id5zxekuovexhaprgj7hcbt6tm 48 1 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 2 𝑤𝑚 𝑤𝑚 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 3 > > XX work_id5zxekuovexhaprgj7hcbt6tm 48 4 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 5 to to TO work_id5zxekuovexhaprgj7hcbt6tm 48 6 classify classify VB work_id5zxekuovexhaprgj7hcbt6tm 48 7 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 8 document document NN work_id5zxekuovexhaprgj7hcbt6tm 48 9 d d NN work_id5zxekuovexhaprgj7hcbt6tm 48 10 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 11 MNB MNB NNP work_id5zxekuovexhaprgj7hcbt6tm 48 12 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 13 defined define VBN work_id5zxekuovexhaprgj7hcbt6tm 48 14 as as IN work_id5zxekuovexhaprgj7hcbt6tm 48 15 : : : work_id5zxekuovexhaprgj7hcbt6tm 48 16 𝐶 𝐶 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 17 𝑀𝑁𝐵(𝑑 𝑀𝑁𝐵(𝑑 NN work_id5zxekuovexhaprgj7hcbt6tm 48 18 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 19 = = NFP work_id5zxekuovexhaprgj7hcbt6tm 48 20 𝑃(𝑐 𝑃(𝑐 ADD work_id5zxekuovexhaprgj7hcbt6tm 48 21 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 22 ∏ ∏ NNP work_id5zxekuovexhaprgj7hcbt6tm 48 23 𝑃(𝑤𝑖 𝑃(𝑤𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 24 |𝑐 |𝑐 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 25 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 26 𝑓𝑖𝑛 𝑓𝑖𝑛 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 27 𝑖=1 𝑖=1 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 28 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 48 29 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 48 30 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 31 where where WRB work_id5zxekuovexhaprgj7hcbt6tm 48 32 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 33 𝑃(𝑐 𝑃(𝑐 JJ work_id5zxekuovexhaprgj7hcbt6tm 48 34 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 35 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 36 a a DT work_id5zxekuovexhaprgj7hcbt6tm 48 37 prior prior JJ work_id5zxekuovexhaprgj7hcbt6tm 48 38 probability probability NN work_id5zxekuovexhaprgj7hcbt6tm 48 39 that that IN work_id5zxekuovexhaprgj7hcbt6tm 48 40 a a DT work_id5zxekuovexhaprgj7hcbt6tm 48 41 document document NN work_id5zxekuovexhaprgj7hcbt6tm 48 42 𝑑 𝑑 POS work_id5zxekuovexhaprgj7hcbt6tm 48 43 belongs belong VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 44 to to IN work_id5zxekuovexhaprgj7hcbt6tm 48 45 class class NN work_id5zxekuovexhaprgj7hcbt6tm 48 46 𝑐 𝑐 NN work_id5zxekuovexhaprgj7hcbt6tm 48 47 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 48 𝑛 𝑛 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 49 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 50 a a DT work_id5zxekuovexhaprgj7hcbt6tm 48 51 number number NN work_id5zxekuovexhaprgj7hcbt6tm 48 52 of of IN work_id5zxekuovexhaprgj7hcbt6tm 48 53 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 54 features feature NNS work_id5zxekuovexhaprgj7hcbt6tm 48 55 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 56 𝑃(𝑤𝑖 𝑃(𝑤𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 57 |𝑐 |𝑐 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 58 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 59 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 60 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 61 conditional conditional JJ work_id5zxekuovexhaprgj7hcbt6tm 48 62 probability probability NN work_id5zxekuovexhaprgj7hcbt6tm 48 63 that that IN work_id5zxekuovexhaprgj7hcbt6tm 48 64 a a DT work_id5zxekuovexhaprgj7hcbt6tm 48 65 word word NN work_id5zxekuovexhaprgj7hcbt6tm 48 66 𝑤𝑖 𝑤𝑖 IN work_id5zxekuovexhaprgj7hcbt6tm 48 67 occurring occur VBG work_id5zxekuovexhaprgj7hcbt6tm 48 68 in in IN work_id5zxekuovexhaprgj7hcbt6tm 48 69 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 70 class class NN work_id5zxekuovexhaprgj7hcbt6tm 48 71 𝑐 𝑐 NN work_id5zxekuovexhaprgj7hcbt6tm 48 72 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 73 𝑤𝑖 𝑤𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 74 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 75 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 76 word word NN work_id5zxekuovexhaprgj7hcbt6tm 48 77 feature feature NN work_id5zxekuovexhaprgj7hcbt6tm 48 78 occurred occur VBD work_id5zxekuovexhaprgj7hcbt6tm 48 79 in in IN work_id5zxekuovexhaprgj7hcbt6tm 48 80 𝑑 𝑑 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 81 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 82 𝑓𝑖 𝑓𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 83 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 84 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 85 number number NN work_id5zxekuovexhaprgj7hcbt6tm 48 86 of of IN work_id5zxekuovexhaprgj7hcbt6tm 48 87 frequency frequency NN work_id5zxekuovexhaprgj7hcbt6tm 48 88 count count NN work_id5zxekuovexhaprgj7hcbt6tm 48 89 of of IN work_id5zxekuovexhaprgj7hcbt6tm 48 90 a a DT work_id5zxekuovexhaprgj7hcbt6tm 48 91 word word NN work_id5zxekuovexhaprgj7hcbt6tm 48 92 𝑤𝑖 𝑤𝑖 JJ work_id5zxekuovexhaprgj7hcbt6tm 48 93 in in IN work_id5zxekuovexhaprgj7hcbt6tm 48 94 reporting report VBG work_id5zxekuovexhaprgj7hcbt6tm 48 95 𝑑 𝑑 NN work_id5zxekuovexhaprgj7hcbt6tm 48 96 , , , work_id5zxekuovexhaprgj7hcbt6tm 48 97 and and CC work_id5zxekuovexhaprgj7hcbt6tm 48 98 𝐶𝑀𝑁𝐵(𝑑 𝐶𝑀𝑁𝐵(𝑑 NN work_id5zxekuovexhaprgj7hcbt6tm 48 99 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 100 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 48 101 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 102 class class NN work_id5zxekuovexhaprgj7hcbt6tm 48 103 label label NN work_id5zxekuovexhaprgj7hcbt6tm 48 104 of of IN work_id5zxekuovexhaprgj7hcbt6tm 48 105 𝑑 𝑑 NNP work_id5zxekuovexhaprgj7hcbt6tm 48 106 predicted predict VBN work_id5zxekuovexhaprgj7hcbt6tm 48 107 by by IN work_id5zxekuovexhaprgj7hcbt6tm 48 108 the the DT work_id5zxekuovexhaprgj7hcbt6tm 48 109 classifier classifier NN work_id5zxekuovexhaprgj7hcbt6tm 48 110 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 48 111 9 9 CD work_id5zxekuovexhaprgj7hcbt6tm 48 112 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 48 113 . . . work_id5zxekuovexhaprgj7hcbt6tm 49 1 3.2.2 3.2.2 NNP work_id5zxekuovexhaprgj7hcbt6tm 49 2 Support Support NNP work_id5zxekuovexhaprgj7hcbt6tm 49 3 Vector Vector NNP work_id5zxekuovexhaprgj7hcbt6tm 49 4 Machine Machine NNP work_id5zxekuovexhaprgj7hcbt6tm 49 5 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 49 6 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 49 7 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 49 8 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 49 9 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 49 10 a a DT work_id5zxekuovexhaprgj7hcbt6tm 49 11 machine machine NN work_id5zxekuovexhaprgj7hcbt6tm 49 12 learning learning NN work_id5zxekuovexhaprgj7hcbt6tm 49 13 technique technique NN work_id5zxekuovexhaprgj7hcbt6tm 49 14 which which WDT work_id5zxekuovexhaprgj7hcbt6tm 49 15 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 49 16 used use VBN work_id5zxekuovexhaprgj7hcbt6tm 49 17 in in IN work_id5zxekuovexhaprgj7hcbt6tm 49 18 prediction prediction NN work_id5zxekuovexhaprgj7hcbt6tm 49 19 , , , work_id5zxekuovexhaprgj7hcbt6tm 49 20 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 49 21 , , , work_id5zxekuovexhaprgj7hcbt6tm 49 22 and and CC work_id5zxekuovexhaprgj7hcbt6tm 49 23 regression regression NN work_id5zxekuovexhaprgj7hcbt6tm 49 24 . . . work_id5zxekuovexhaprgj7hcbt6tm 50 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 50 2 𝑖𝑡ℎ 𝑖𝑡ℎ NN work_id5zxekuovexhaprgj7hcbt6tm 50 3 opinion opinion NN work_id5zxekuovexhaprgj7hcbt6tm 50 4 in in IN work_id5zxekuovexhaprgj7hcbt6tm 50 5 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 50 6 trained train VBD work_id5zxekuovexhaprgj7hcbt6tm 50 7 with with IN work_id5zxekuovexhaprgj7hcbt6tm 50 8 all all DT work_id5zxekuovexhaprgj7hcbt6tm 50 9 of of IN work_id5zxekuovexhaprgj7hcbt6tm 50 10 the the DT work_id5zxekuovexhaprgj7hcbt6tm 50 11 opinions opinion NNS work_id5zxekuovexhaprgj7hcbt6tm 50 12 in in IN work_id5zxekuovexhaprgj7hcbt6tm 50 13 the the DT work_id5zxekuovexhaprgj7hcbt6tm 50 14 𝑖𝑡ℎ 𝑖𝑡ℎ NN work_id5zxekuovexhaprgj7hcbt6tm 50 15 class class NN work_id5zxekuovexhaprgj7hcbt6tm 50 16 with with IN work_id5zxekuovexhaprgj7hcbt6tm 50 17 the the DT work_id5zxekuovexhaprgj7hcbt6tm 50 18 positive positive JJ work_id5zxekuovexhaprgj7hcbt6tm 50 19 labels label NNS work_id5zxekuovexhaprgj7hcbt6tm 50 20 , , , work_id5zxekuovexhaprgj7hcbt6tm 50 21 then then RB work_id5zxekuovexhaprgj7hcbt6tm 50 22 all all DT work_id5zxekuovexhaprgj7hcbt6tm 50 23 other other JJ work_id5zxekuovexhaprgj7hcbt6tm 50 24 opinions opinion NNS work_id5zxekuovexhaprgj7hcbt6tm 50 25 with with IN work_id5zxekuovexhaprgj7hcbt6tm 50 26 negative negative JJ work_id5zxekuovexhaprgj7hcbt6tm 50 27 and and CC work_id5zxekuovexhaprgj7hcbt6tm 50 28 neutral neutral JJ work_id5zxekuovexhaprgj7hcbt6tm 50 29 labels label NNS work_id5zxekuovexhaprgj7hcbt6tm 50 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 51 1 Given give VBN work_id5zxekuovexhaprgj7hcbt6tm 51 2 𝑙 𝑙 NN work_id5zxekuovexhaprgj7hcbt6tm 51 3 as as IN work_id5zxekuovexhaprgj7hcbt6tm 51 4 training training NN work_id5zxekuovexhaprgj7hcbt6tm 51 5 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 51 6 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 51 7 𝑥𝑖 𝑥𝑖 RB work_id5zxekuovexhaprgj7hcbt6tm 51 8 , , , work_id5zxekuovexhaprgj7hcbt6tm 51 9 𝑦𝑖 𝑦𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 51 10 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 51 11 , , , work_id5zxekuovexhaprgj7hcbt6tm 51 12 … … NFP work_id5zxekuovexhaprgj7hcbt6tm 51 13 , , , work_id5zxekuovexhaprgj7hcbt6tm 51 14 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 51 15 𝑥𝑛 𝑥𝑛 VB work_id5zxekuovexhaprgj7hcbt6tm 51 16 , , , work_id5zxekuovexhaprgj7hcbt6tm 51 17 𝑦𝑛 𝑦𝑛 NNP work_id5zxekuovexhaprgj7hcbt6tm 51 18 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 51 19 , , , work_id5zxekuovexhaprgj7hcbt6tm 51 20 where where WRB work_id5zxekuovexhaprgj7hcbt6tm 51 21 𝑥𝑖 𝑥𝑖 VB work_id5zxekuovexhaprgj7hcbt6tm 51 22 ∈ ∈ NNP work_id5zxekuovexhaprgj7hcbt6tm 51 23 𝑅𝑙 𝑅𝑙 NNP work_id5zxekuovexhaprgj7hcbt6tm 51 24 and and CC work_id5zxekuovexhaprgj7hcbt6tm 51 25 𝑌𝑖 𝑌𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 51 26 ∈ ∈ JJ work_id5zxekuovexhaprgj7hcbt6tm 51 27 { { -LRB- work_id5zxekuovexhaprgj7hcbt6tm 51 28 1,2 1,2 CD work_id5zxekuovexhaprgj7hcbt6tm 51 29 … … NFP work_id5zxekuovexhaprgj7hcbt6tm 51 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 52 1 , , , work_id5zxekuovexhaprgj7hcbt6tm 52 2 𝑐 𝑐 LS work_id5zxekuovexhaprgj7hcbt6tm 52 3 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 52 4 describe describe VBP work_id5zxekuovexhaprgj7hcbt6tm 52 5 an an DT work_id5zxekuovexhaprgj7hcbt6tm 52 6 opinion opinion NN work_id5zxekuovexhaprgj7hcbt6tm 52 7 class class NN work_id5zxekuovexhaprgj7hcbt6tm 52 8 of of IN work_id5zxekuovexhaprgj7hcbt6tm 52 9 𝑥𝑖. 𝑥𝑖. NNP work_id5zxekuovexhaprgj7hcbt6tm 53 1 To to TO work_id5zxekuovexhaprgj7hcbt6tm 53 2 classify classify VB work_id5zxekuovexhaprgj7hcbt6tm 53 3 the the DT work_id5zxekuovexhaprgj7hcbt6tm 53 4 document document NN work_id5zxekuovexhaprgj7hcbt6tm 53 5 𝑥𝑖 𝑥𝑖 VB work_id5zxekuovexhaprgj7hcbt6tm 53 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 7 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 53 8 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 53 9 defined define VBN work_id5zxekuovexhaprgj7hcbt6tm 53 10 as as IN work_id5zxekuovexhaprgj7hcbt6tm 53 11 : : : work_id5zxekuovexhaprgj7hcbt6tm 53 12 𝑚𝑖𝑛 𝑚𝑖𝑛 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 13 𝑤𝑚 𝑤𝑚 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 14 ∈ ∈ NNP work_id5zxekuovexhaprgj7hcbt6tm 53 15 𝐻 𝐻 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 16 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 17 𝑏 𝑏 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 18 ∈ ∈ NNP work_id5zxekuovexhaprgj7hcbt6tm 53 19 𝑅 𝑅 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 20 𝑘 𝑘 NN work_id5zxekuovexhaprgj7hcbt6tm 53 21 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 22 ξ ξ VBZ work_id5zxekuovexhaprgj7hcbt6tm 53 23 ∈ ∈ NNP work_id5zxekuovexhaprgj7hcbt6tm 53 24 𝑅𝑙 𝑅𝑙 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 25 𝑥 𝑥 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 26 𝑘 𝑘 NN work_id5zxekuovexhaprgj7hcbt6tm 53 27 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 53 28 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 53 29 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 53 30 𝑤𝑚 𝑤𝑚 UH work_id5zxekuovexhaprgj7hcbt6tm 53 31 𝑇 𝑇 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 32 𝑤𝑚 𝑤𝑚 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 33 + + CC work_id5zxekuovexhaprgj7hcbt6tm 53 34 𝑘 𝑘 NN work_id5zxekuovexhaprgj7hcbt6tm 53 35 𝑚=1 𝑚=1 JJ work_id5zxekuovexhaprgj7hcbt6tm 53 36 𝐶 𝐶 NN work_id5zxekuovexhaprgj7hcbt6tm 53 37 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 53 38 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 53 39 ξ𝑖,𝑡𝑡≠𝑦𝑖 ξ𝑖,𝑡𝑡≠𝑦𝑖 NN work_id5zxekuovexhaprgj7hcbt6tm 53 40 𝑙 𝑙 DT work_id5zxekuovexhaprgj7hcbt6tm 53 41 𝑖=1 𝑖=1 NN work_id5zxekuovexhaprgj7hcbt6tm 53 42 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 53 43 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 53 44 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 53 45 𝑠𝑢𝑏𝑗𝑒𝑐𝑡 𝑠𝑢𝑏𝑗𝑒𝑐𝑡 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 46 𝑡𝑜 𝑡𝑜 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 47 𝑤𝑦𝑖 𝑤𝑦𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 48 𝑇 𝑇 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 49 𝜑(𝑥𝑖 𝜑(𝑥𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 50 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 53 51 + + CC work_id5zxekuovexhaprgj7hcbt6tm 53 52 𝑏𝑦𝑖 𝑏𝑦𝑖 UH work_id5zxekuovexhaprgj7hcbt6tm 53 53 ≥ ≥ UH work_id5zxekuovexhaprgj7hcbt6tm 53 54 𝑤𝑦𝑖 𝑤𝑦𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 55 𝑇 𝑇 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 56 𝜑(𝑥𝑖 𝜑(𝑥𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 57 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 53 58 + + CC work_id5zxekuovexhaprgj7hcbt6tm 53 59 𝑏𝑡 𝑏𝑡 NN work_id5zxekuovexhaprgj7hcbt6tm 53 60 + + CC work_id5zxekuovexhaprgj7hcbt6tm 53 61 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 53 62 − − NNP work_id5zxekuovexhaprgj7hcbt6tm 53 63 ξ𝑖,𝑡 ξ𝑖,𝑡 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 64 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 53 65 3 3 LS work_id5zxekuovexhaprgj7hcbt6tm 53 66 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 53 67 ξ𝑖,𝑡 ξ𝑖,𝑡 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 68 ≥ ≥ NN work_id5zxekuovexhaprgj7hcbt6tm 53 69 0 0 CD work_id5zxekuovexhaprgj7hcbt6tm 53 70 𝑖 𝑖 NN work_id5zxekuovexhaprgj7hcbt6tm 53 71 = = SYM work_id5zxekuovexhaprgj7hcbt6tm 53 72 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 53 73 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 74 … … NFP work_id5zxekuovexhaprgj7hcbt6tm 53 75 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 76 𝑙 𝑙 NN work_id5zxekuovexhaprgj7hcbt6tm 53 77 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 78 𝑡 𝑡 LS work_id5zxekuovexhaprgj7hcbt6tm 53 79 ∈ ∈ JJ work_id5zxekuovexhaprgj7hcbt6tm 53 80 { { -LRB- work_id5zxekuovexhaprgj7hcbt6tm 53 81 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 53 82 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 83 … … NFP work_id5zxekuovexhaprgj7hcbt6tm 53 84 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 85 𝑘}\𝑦𝑖 𝑘}\𝑦𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 86 where where WRB work_id5zxekuovexhaprgj7hcbt6tm 53 87 , , , work_id5zxekuovexhaprgj7hcbt6tm 53 88 in in IN work_id5zxekuovexhaprgj7hcbt6tm 53 89 training train VBG work_id5zxekuovexhaprgj7hcbt6tm 53 90 the the DT work_id5zxekuovexhaprgj7hcbt6tm 53 91 opinions opinion NNS work_id5zxekuovexhaprgj7hcbt6tm 53 92 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 53 93 𝑋𝑖 𝑋𝑖 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 94 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 53 95 illustrated illustrate VBN work_id5zxekuovexhaprgj7hcbt6tm 53 96 to to IN work_id5zxekuovexhaprgj7hcbt6tm 53 97 highest high JJS work_id5zxekuovexhaprgj7hcbt6tm 53 98 dimensional dimensional JJ work_id5zxekuovexhaprgj7hcbt6tm 53 99 space space NN work_id5zxekuovexhaprgj7hcbt6tm 53 100 by by IN work_id5zxekuovexhaprgj7hcbt6tm 53 101 the the DT work_id5zxekuovexhaprgj7hcbt6tm 53 102 function function NN work_id5zxekuovexhaprgj7hcbt6tm 53 103 𝜑 𝜑 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 104 and and CC work_id5zxekuovexhaprgj7hcbt6tm 53 105 𝐶 𝐶 NNP work_id5zxekuovexhaprgj7hcbt6tm 53 106 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 53 107 presenting present VBG work_id5zxekuovexhaprgj7hcbt6tm 53 108 the the DT work_id5zxekuovexhaprgj7hcbt6tm 53 109 penalty penalty NN work_id5zxekuovexhaprgj7hcbt6tm 53 110 parameter parameter NN work_id5zxekuovexhaprgj7hcbt6tm 53 111 . . . work_id5zxekuovexhaprgj7hcbt6tm 54 1 Minimizing minimize VBG work_id5zxekuovexhaprgj7hcbt6tm 54 2 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 54 3 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 54 4 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 54 5 𝑤𝑚 𝑤𝑚 UH work_id5zxekuovexhaprgj7hcbt6tm 54 6 𝑇 𝑇 NNP work_id5zxekuovexhaprgj7hcbt6tm 54 7 𝑤𝑚 𝑤𝑚 NNP work_id5zxekuovexhaprgj7hcbt6tm 54 8 𝑘 𝑘 NNP work_id5zxekuovexhaprgj7hcbt6tm 54 9 𝑚=1 𝑚=1 NN work_id5zxekuovexhaprgj7hcbt6tm 54 10 describes describe VBZ work_id5zxekuovexhaprgj7hcbt6tm 54 11 we -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 54 12 shall shall MD work_id5zxekuovexhaprgj7hcbt6tm 54 13 like like VB work_id5zxekuovexhaprgj7hcbt6tm 54 14 to to TO work_id5zxekuovexhaprgj7hcbt6tm 54 15 maximize maximize VB work_id5zxekuovexhaprgj7hcbt6tm 54 16 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 54 17 ||𝑤𝑖|| ||𝑤𝑖|| NNS work_id5zxekuovexhaprgj7hcbt6tm 54 18 the the DT work_id5zxekuovexhaprgj7hcbt6tm 54 19 margins margin NNS work_id5zxekuovexhaprgj7hcbt6tm 54 20 between between IN work_id5zxekuovexhaprgj7hcbt6tm 54 21 three three CD work_id5zxekuovexhaprgj7hcbt6tm 54 22 groups group NNS work_id5zxekuovexhaprgj7hcbt6tm 54 23 of of IN work_id5zxekuovexhaprgj7hcbt6tm 54 24 opinions opinion NNS work_id5zxekuovexhaprgj7hcbt6tm 54 25 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 54 26 . . . work_id5zxekuovexhaprgj7hcbt6tm 55 1 If if IN work_id5zxekuovexhaprgj7hcbt6tm 55 2 the the DT work_id5zxekuovexhaprgj7hcbt6tm 55 3 data data NN work_id5zxekuovexhaprgj7hcbt6tm 55 4 training training NN work_id5zxekuovexhaprgj7hcbt6tm 55 5 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 55 6 not not RB work_id5zxekuovexhaprgj7hcbt6tm 55 7 linear linear JJ work_id5zxekuovexhaprgj7hcbt6tm 55 8 distinguishable distinguishable JJ work_id5zxekuovexhaprgj7hcbt6tm 55 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 55 10 there there EX work_id5zxekuovexhaprgj7hcbt6tm 55 11 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 55 12 penalty penalty NN work_id5zxekuovexhaprgj7hcbt6tm 55 13 term term NN work_id5zxekuovexhaprgj7hcbt6tm 55 14 𝐶 𝐶 NN work_id5zxekuovexhaprgj7hcbt6tm 55 15 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 55 16 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 55 17 ξ𝑖,𝑡𝑡≠𝑦𝑖 ξ𝑖,𝑡𝑡≠𝑦𝑖 NN work_id5zxekuovexhaprgj7hcbt6tm 55 18 𝑙 𝑙 DT work_id5zxekuovexhaprgj7hcbt6tm 55 19 𝑖=1 𝑖=1 NN work_id5zxekuovexhaprgj7hcbt6tm 55 20 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 55 21 can can MD work_id5zxekuovexhaprgj7hcbt6tm 55 22 be be VB work_id5zxekuovexhaprgj7hcbt6tm 55 23 reduced reduce VBN work_id5zxekuovexhaprgj7hcbt6tm 55 24 the the DT work_id5zxekuovexhaprgj7hcbt6tm 55 25 total total JJ work_id5zxekuovexhaprgj7hcbt6tm 55 26 number number NN work_id5zxekuovexhaprgj7hcbt6tm 55 27 of of IN work_id5zxekuovexhaprgj7hcbt6tm 55 28 training training NN work_id5zxekuovexhaprgj7hcbt6tm 55 29 error error NN work_id5zxekuovexhaprgj7hcbt6tm 55 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 56 1 For for IN work_id5zxekuovexhaprgj7hcbt6tm 56 2 the the DT work_id5zxekuovexhaprgj7hcbt6tm 56 3 summary summary NN work_id5zxekuovexhaprgj7hcbt6tm 56 4 , , , work_id5zxekuovexhaprgj7hcbt6tm 56 5 the the DT work_id5zxekuovexhaprgj7hcbt6tm 56 6 concept concept NN work_id5zxekuovexhaprgj7hcbt6tm 56 7 of of IN work_id5zxekuovexhaprgj7hcbt6tm 56 8 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 56 9 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 56 10 finding find VBG work_id5zxekuovexhaprgj7hcbt6tm 56 11 for for IN work_id5zxekuovexhaprgj7hcbt6tm 56 12 the the DT work_id5zxekuovexhaprgj7hcbt6tm 56 13 balance balance NN work_id5zxekuovexhaprgj7hcbt6tm 56 14 between between IN work_id5zxekuovexhaprgj7hcbt6tm 56 15 the the DT work_id5zxekuovexhaprgj7hcbt6tm 56 16 rule rule NN work_id5zxekuovexhaprgj7hcbt6tm 56 17 term term NN work_id5zxekuovexhaprgj7hcbt6tm 56 18 of of IN work_id5zxekuovexhaprgj7hcbt6tm 56 19 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 56 20 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 56 21 ∑ ∑ . work_id5zxekuovexhaprgj7hcbt6tm 56 22 𝑤𝑚 𝑤𝑚 UH work_id5zxekuovexhaprgj7hcbt6tm 56 23 𝑇 𝑇 NNP work_id5zxekuovexhaprgj7hcbt6tm 56 24 𝑤𝑚 𝑤𝑚 NNP work_id5zxekuovexhaprgj7hcbt6tm 56 25 𝑘 𝑘 NNP work_id5zxekuovexhaprgj7hcbt6tm 56 26 𝑚=1 𝑚=1 NN work_id5zxekuovexhaprgj7hcbt6tm 56 27 and and CC work_id5zxekuovexhaprgj7hcbt6tm 56 28 training training NN work_id5zxekuovexhaprgj7hcbt6tm 56 29 errors error NNS work_id5zxekuovexhaprgj7hcbt6tm 56 30 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 56 31 11–13 11–13 CD work_id5zxekuovexhaprgj7hcbt6tm 56 32 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 56 33 . . . work_id5zxekuovexhaprgj7hcbt6tm 57 1 3.3 3.3 CD work_id5zxekuovexhaprgj7hcbt6tm 57 2 Validation validation NN work_id5zxekuovexhaprgj7hcbt6tm 57 3 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 57 4 The the DT work_id5zxekuovexhaprgj7hcbt6tm 57 5 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 57 6 system system NN work_id5zxekuovexhaprgj7hcbt6tm 57 7 validation validation NN work_id5zxekuovexhaprgj7hcbt6tm 57 8 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 57 9 the the DT work_id5zxekuovexhaprgj7hcbt6tm 57 10 stage stage NN work_id5zxekuovexhaprgj7hcbt6tm 57 11 which which WDT work_id5zxekuovexhaprgj7hcbt6tm 57 12 the the DT work_id5zxekuovexhaprgj7hcbt6tm 57 13 experts expert NNS work_id5zxekuovexhaprgj7hcbt6tm 57 14 re re VBP work_id5zxekuovexhaprgj7hcbt6tm 57 15 - - VB work_id5zxekuovexhaprgj7hcbt6tm 57 16 examine examine VBP work_id5zxekuovexhaprgj7hcbt6tm 57 17 the the DT work_id5zxekuovexhaprgj7hcbt6tm 57 18 design design NN work_id5zxekuovexhaprgj7hcbt6tm 57 19 of of IN work_id5zxekuovexhaprgj7hcbt6tm 57 20 a a DT work_id5zxekuovexhaprgj7hcbt6tm 57 21 system system NN work_id5zxekuovexhaprgj7hcbt6tm 57 22 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 57 23 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 57 24 been be VBN work_id5zxekuovexhaprgj7hcbt6tm 57 25 developed develop VBN work_id5zxekuovexhaprgj7hcbt6tm 57 26 by by IN work_id5zxekuovexhaprgj7hcbt6tm 57 27 the the DT work_id5zxekuovexhaprgj7hcbt6tm 57 28 authors author NNS work_id5zxekuovexhaprgj7hcbt6tm 57 29 . . . work_id5zxekuovexhaprgj7hcbt6tm 58 1 Validation validation NN work_id5zxekuovexhaprgj7hcbt6tm 58 2 of of IN work_id5zxekuovexhaprgj7hcbt6tm 58 3 the the DT work_id5zxekuovexhaprgj7hcbt6tm 58 4 prototype prototype NN work_id5zxekuovexhaprgj7hcbt6tm 58 5 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 58 6 system system NN work_id5zxekuovexhaprgj7hcbt6tm 58 7 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 58 8 done do VBN work_id5zxekuovexhaprgj7hcbt6tm 58 9 by by IN work_id5zxekuovexhaprgj7hcbt6tm 58 10 two two CD work_id5zxekuovexhaprgj7hcbt6tm 58 11 senior senior JJ work_id5zxekuovexhaprgj7hcbt6tm 58 12 doctors doctor NNS work_id5zxekuovexhaprgj7hcbt6tm 58 13 of of IN work_id5zxekuovexhaprgj7hcbt6tm 58 14 clinic clinic NN work_id5zxekuovexhaprgj7hcbt6tm 58 15 at at IN work_id5zxekuovexhaprgj7hcbt6tm 58 16 Indonesia Indonesia NNP work_id5zxekuovexhaprgj7hcbt6tm 58 17 . . . work_id5zxekuovexhaprgj7hcbt6tm 59 1 IV IV NNP work_id5zxekuovexhaprgj7hcbt6tm 59 2 . . . work_id5zxekuovexhaprgj7hcbt6tm 60 1 RESULTS RESULTS NNP work_id5zxekuovexhaprgj7hcbt6tm 60 2 The the DT work_id5zxekuovexhaprgj7hcbt6tm 60 3 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 60 4 of of IN work_id5zxekuovexhaprgj7hcbt6tm 60 5 the the DT work_id5zxekuovexhaprgj7hcbt6tm 60 6 research research NN work_id5zxekuovexhaprgj7hcbt6tm 60 7 we -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 60 8 have have VBP work_id5zxekuovexhaprgj7hcbt6tm 60 9 done do VBN work_id5zxekuovexhaprgj7hcbt6tm 60 10 can can MD work_id5zxekuovexhaprgj7hcbt6tm 60 11 be be VB work_id5zxekuovexhaprgj7hcbt6tm 60 12 seen see VBN work_id5zxekuovexhaprgj7hcbt6tm 60 13 from from IN work_id5zxekuovexhaprgj7hcbt6tm 60 14 the the DT work_id5zxekuovexhaprgj7hcbt6tm 60 15 sub sub NN work_id5zxekuovexhaprgj7hcbt6tm 60 16 - - NNS work_id5zxekuovexhaprgj7hcbt6tm 60 17 chapters chapter NNS work_id5zxekuovexhaprgj7hcbt6tm 60 18 which which WDT work_id5zxekuovexhaprgj7hcbt6tm 60 19 will will MD work_id5zxekuovexhaprgj7hcbt6tm 60 20 be be VB work_id5zxekuovexhaprgj7hcbt6tm 60 21 explained explain VBN work_id5zxekuovexhaprgj7hcbt6tm 60 22 in in IN work_id5zxekuovexhaprgj7hcbt6tm 60 23 detail detail NN work_id5zxekuovexhaprgj7hcbt6tm 60 24 below below RB work_id5zxekuovexhaprgj7hcbt6tm 60 25 . . . work_id5zxekuovexhaprgj7hcbt6tm 61 1 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NNP work_id5zxekuovexhaprgj7hcbt6tm 61 2 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 61 3 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 61 4 , , , work_id5zxekuovexhaprgj7hcbt6tm 61 5 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 61 6 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 61 7 , , , work_id5zxekuovexhaprgj7hcbt6tm 61 8 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 61 9 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 61 10 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 61 11 | | CD work_id5zxekuovexhaprgj7hcbt6tm 61 12 http://ijsrcseit.com http://ijsrcseit.com NNP work_id5zxekuovexhaprgj7hcbt6tm 61 13 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 61 14 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 61 15 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 61 16 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 61 17 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 61 18 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 61 19 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 61 20 Res Res NNP work_id5zxekuovexhaprgj7hcbt6tm 61 21 CSE CSE NNP work_id5zxekuovexhaprgj7hcbt6tm 61 22 & & CC work_id5zxekuovexhaprgj7hcbt6tm 61 23 IT IT NNP work_id5zxekuovexhaprgj7hcbt6tm 61 24 , , , work_id5zxekuovexhaprgj7hcbt6tm 61 25 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 61 26 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 61 27 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 61 28 ; ; : work_id5zxekuovexhaprgj7hcbt6tm 61 29 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 61 30 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 61 31 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 61 32 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 61 33 : : : work_id5zxekuovexhaprgj7hcbt6tm 61 34 285 285 CD work_id5zxekuovexhaprgj7hcbt6tm 61 35 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 61 36 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 61 37 288 288 CD work_id5zxekuovexhaprgj7hcbt6tm 61 38 4.1 4.1 CD work_id5zxekuovexhaprgj7hcbt6tm 61 39 Diagnosis Diagnosis NNP work_id5zxekuovexhaprgj7hcbt6tm 61 40 Results Results NNP work_id5zxekuovexhaprgj7hcbt6tm 61 41 Figure Figure NNP work_id5zxekuovexhaprgj7hcbt6tm 61 42 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 61 43 . . . work_id5zxekuovexhaprgj7hcbt6tm 62 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 62 2 diagnosis diagnosis NN work_id5zxekuovexhaprgj7hcbt6tm 62 3 results result VBZ work_id5zxekuovexhaprgj7hcbt6tm 62 4 Figure figure NN work_id5zxekuovexhaprgj7hcbt6tm 62 5 3 3 CD work_id5zxekuovexhaprgj7hcbt6tm 62 6 . . . work_id5zxekuovexhaprgj7hcbt6tm 63 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 63 2 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 63 3 diagnosis diagnosis NN work_id5zxekuovexhaprgj7hcbt6tm 63 4 results result VBZ work_id5zxekuovexhaprgj7hcbt6tm 63 5 4.2 4.2 CD work_id5zxekuovexhaprgj7hcbt6tm 63 6 Classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 63 7 Results result NNS work_id5zxekuovexhaprgj7hcbt6tm 63 8 This this DT work_id5zxekuovexhaprgj7hcbt6tm 63 9 section section NN work_id5zxekuovexhaprgj7hcbt6tm 63 10 will will MD work_id5zxekuovexhaprgj7hcbt6tm 63 11 explain explain VB work_id5zxekuovexhaprgj7hcbt6tm 63 12 the the DT work_id5zxekuovexhaprgj7hcbt6tm 63 13 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 63 14 of of IN work_id5zxekuovexhaprgj7hcbt6tm 63 15 the the DT work_id5zxekuovexhaprgj7hcbt6tm 63 16 research research NN work_id5zxekuovexhaprgj7hcbt6tm 63 17 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 63 18 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 63 19 been be VBN work_id5zxekuovexhaprgj7hcbt6tm 63 20 done do VBN work_id5zxekuovexhaprgj7hcbt6tm 63 21 in in IN work_id5zxekuovexhaprgj7hcbt6tm 63 22 evaluating evaluate VBG work_id5zxekuovexhaprgj7hcbt6tm 63 23 kids kid NNS work_id5zxekuovexhaprgj7hcbt6tm 63 24 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 63 25 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 63 26 diseases disease NNS work_id5zxekuovexhaprgj7hcbt6tm 63 27 . . . work_id5zxekuovexhaprgj7hcbt6tm 64 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 64 2 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 64 3 of of IN work_id5zxekuovexhaprgj7hcbt6tm 64 4 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 64 5 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 64 6 carried carry VBN work_id5zxekuovexhaprgj7hcbt6tm 64 7 out out RP work_id5zxekuovexhaprgj7hcbt6tm 64 8 by by IN work_id5zxekuovexhaprgj7hcbt6tm 64 9 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 64 10 and and CC work_id5zxekuovexhaprgj7hcbt6tm 64 11 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 64 12 classifiers classifier NNS work_id5zxekuovexhaprgj7hcbt6tm 64 13 are be VBP work_id5zxekuovexhaprgj7hcbt6tm 64 14 then then RB work_id5zxekuovexhaprgj7hcbt6tm 64 15 calculated calculate VBN work_id5zxekuovexhaprgj7hcbt6tm 64 16 using use VBG work_id5zxekuovexhaprgj7hcbt6tm 64 17 several several JJ work_id5zxekuovexhaprgj7hcbt6tm 64 18 techniques technique NNS work_id5zxekuovexhaprgj7hcbt6tm 64 19 , , , work_id5zxekuovexhaprgj7hcbt6tm 64 20 such such JJ work_id5zxekuovexhaprgj7hcbt6tm 64 21 as as IN work_id5zxekuovexhaprgj7hcbt6tm 64 22 : : : work_id5zxekuovexhaprgj7hcbt6tm 64 23 precision precision NN work_id5zxekuovexhaprgj7hcbt6tm 64 24 , , , work_id5zxekuovexhaprgj7hcbt6tm 64 25 recall recall NN work_id5zxekuovexhaprgj7hcbt6tm 64 26 , , , work_id5zxekuovexhaprgj7hcbt6tm 64 27 F1 f1 NN work_id5zxekuovexhaprgj7hcbt6tm 64 28 and and CC work_id5zxekuovexhaprgj7hcbt6tm 64 29 accuracy accuracy NN work_id5zxekuovexhaprgj7hcbt6tm 64 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 65 1 TABLE TABLE NNS work_id5zxekuovexhaprgj7hcbt6tm 65 2 I -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 65 3 DATA data VBP work_id5zxekuovexhaprgj7hcbt6tm 65 4 CLASSIFICATION classification VBP work_id5zxekuovexhaprgj7hcbt6tm 65 5 RESULTS result NNS work_id5zxekuovexhaprgj7hcbt6tm 65 6 FROM from IN work_id5zxekuovexhaprgj7hcbt6tm 65 7 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 65 8 From from IN work_id5zxekuovexhaprgj7hcbt6tm 65 9 the the DT work_id5zxekuovexhaprgj7hcbt6tm 65 10 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 65 11 obtained obtain VBN work_id5zxekuovexhaprgj7hcbt6tm 65 12 from from IN work_id5zxekuovexhaprgj7hcbt6tm 65 13 the the DT work_id5zxekuovexhaprgj7hcbt6tm 65 14 two two CD work_id5zxekuovexhaprgj7hcbt6tm 65 15 methods method NNS work_id5zxekuovexhaprgj7hcbt6tm 65 16 , , , work_id5zxekuovexhaprgj7hcbt6tm 65 17 it -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 65 18 can can MD work_id5zxekuovexhaprgj7hcbt6tm 65 19 be be VB work_id5zxekuovexhaprgj7hcbt6tm 65 20 seen see VBN work_id5zxekuovexhaprgj7hcbt6tm 65 21 that that IN work_id5zxekuovexhaprgj7hcbt6tm 65 22 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 65 23 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 65 24 the the DT work_id5zxekuovexhaprgj7hcbt6tm 65 25 best good JJS work_id5zxekuovexhaprgj7hcbt6tm 65 26 method method NN work_id5zxekuovexhaprgj7hcbt6tm 65 27 of of IN work_id5zxekuovexhaprgj7hcbt6tm 65 28 classifying classify VBG work_id5zxekuovexhaprgj7hcbt6tm 65 29 the the DT work_id5zxekuovexhaprgj7hcbt6tm 65 30 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 65 31 in in IN work_id5zxekuovexhaprgj7hcbt6tm 65 32 this this DT work_id5zxekuovexhaprgj7hcbt6tm 65 33 study study NN work_id5zxekuovexhaprgj7hcbt6tm 65 34 . . . work_id5zxekuovexhaprgj7hcbt6tm 66 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 66 2 accuracy accuracy NN work_id5zxekuovexhaprgj7hcbt6tm 66 3 value value NN work_id5zxekuovexhaprgj7hcbt6tm 66 4 obtained obtain VBN work_id5zxekuovexhaprgj7hcbt6tm 66 5 from from IN work_id5zxekuovexhaprgj7hcbt6tm 66 6 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 66 7 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 66 8 80.32 80.32 CD work_id5zxekuovexhaprgj7hcbt6tm 66 9 % % NN work_id5zxekuovexhaprgj7hcbt6tm 66 10 while while IN work_id5zxekuovexhaprgj7hcbt6tm 66 11 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 66 12 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 66 13 79.5 79.5 CD work_id5zxekuovexhaprgj7hcbt6tm 66 14 % % NN work_id5zxekuovexhaprgj7hcbt6tm 66 15 with with IN work_id5zxekuovexhaprgj7hcbt6tm 66 16 a a DT work_id5zxekuovexhaprgj7hcbt6tm 66 17 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 66 18 of of IN work_id5zxekuovexhaprgj7hcbt6tm 66 19 8.2 8.2 CD work_id5zxekuovexhaprgj7hcbt6tm 66 20 % % NN work_id5zxekuovexhaprgj7hcbt6tm 66 21 . . . work_id5zxekuovexhaprgj7hcbt6tm 67 1 From from IN work_id5zxekuovexhaprgj7hcbt6tm 67 2 the the DT work_id5zxekuovexhaprgj7hcbt6tm 67 3 fold fold NN work_id5zxekuovexhaprgj7hcbt6tm 67 4 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 67 5 # # NN work_id5zxekuovexhaprgj7hcbt6tm 67 6 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 67 7 value value NN work_id5zxekuovexhaprgj7hcbt6tm 67 8 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 67 9 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 67 10 been be VBN work_id5zxekuovexhaprgj7hcbt6tm 67 11 done do VBN work_id5zxekuovexhaprgj7hcbt6tm 67 12 that that IN work_id5zxekuovexhaprgj7hcbt6tm 67 13 the the DT work_id5zxekuovexhaprgj7hcbt6tm 67 14 smallest small JJS work_id5zxekuovexhaprgj7hcbt6tm 67 15 result result NN work_id5zxekuovexhaprgj7hcbt6tm 67 16 of of IN work_id5zxekuovexhaprgj7hcbt6tm 67 17 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 67 18 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 67 19 in in IN work_id5zxekuovexhaprgj7hcbt6tm 67 20 the the DT work_id5zxekuovexhaprgj7hcbt6tm 67 21 second second JJ work_id5zxekuovexhaprgj7hcbt6tm 67 22 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 67 23 with with IN work_id5zxekuovexhaprgj7hcbt6tm 67 24 a a DT work_id5zxekuovexhaprgj7hcbt6tm 67 25 value value NN work_id5zxekuovexhaprgj7hcbt6tm 67 26 of of IN work_id5zxekuovexhaprgj7hcbt6tm 67 27 77.49 77.49 CD work_id5zxekuovexhaprgj7hcbt6tm 67 28 % % NN work_id5zxekuovexhaprgj7hcbt6tm 67 29 , , , work_id5zxekuovexhaprgj7hcbt6tm 67 30 and and CC work_id5zxekuovexhaprgj7hcbt6tm 67 31 the the DT work_id5zxekuovexhaprgj7hcbt6tm 67 32 highest high JJS work_id5zxekuovexhaprgj7hcbt6tm 67 33 value value NN work_id5zxekuovexhaprgj7hcbt6tm 67 34 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 67 35 82.82 82.82 CD work_id5zxekuovexhaprgj7hcbt6tm 67 36 in in IN work_id5zxekuovexhaprgj7hcbt6tm 67 37 the the DT work_id5zxekuovexhaprgj7hcbt6tm 67 38 4th 4th JJ work_id5zxekuovexhaprgj7hcbt6tm 67 39 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 67 40 . . . work_id5zxekuovexhaprgj7hcbt6tm 68 1 Meanwhile meanwhile RB work_id5zxekuovexhaprgj7hcbt6tm 68 2 , , , work_id5zxekuovexhaprgj7hcbt6tm 68 3 the the DT work_id5zxekuovexhaprgj7hcbt6tm 68 4 smallest small JJS work_id5zxekuovexhaprgj7hcbt6tm 68 5 value value NN work_id5zxekuovexhaprgj7hcbt6tm 68 6 in in IN work_id5zxekuovexhaprgj7hcbt6tm 68 7 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 68 8 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 68 9 in in IN work_id5zxekuovexhaprgj7hcbt6tm 68 10 the the DT work_id5zxekuovexhaprgj7hcbt6tm 68 11 2nd 2nd JJ work_id5zxekuovexhaprgj7hcbt6tm 68 12 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 68 13 with with IN work_id5zxekuovexhaprgj7hcbt6tm 68 14 a a DT work_id5zxekuovexhaprgj7hcbt6tm 68 15 value value NN work_id5zxekuovexhaprgj7hcbt6tm 68 16 of of IN work_id5zxekuovexhaprgj7hcbt6tm 68 17 78.77 78.77 CD work_id5zxekuovexhaprgj7hcbt6tm 68 18 % % NN work_id5zxekuovexhaprgj7hcbt6tm 68 19 and and CC work_id5zxekuovexhaprgj7hcbt6tm 68 20 the the DT work_id5zxekuovexhaprgj7hcbt6tm 68 21 highest high JJS work_id5zxekuovexhaprgj7hcbt6tm 68 22 value value NN work_id5zxekuovexhaprgj7hcbt6tm 68 23 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 68 24 82.05 82.05 CD work_id5zxekuovexhaprgj7hcbt6tm 68 25 % % NN work_id5zxekuovexhaprgj7hcbt6tm 68 26 in in IN work_id5zxekuovexhaprgj7hcbt6tm 68 27 the the DT work_id5zxekuovexhaprgj7hcbt6tm 68 28 4th 4th JJ work_id5zxekuovexhaprgj7hcbt6tm 68 29 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 68 30 . . . work_id5zxekuovexhaprgj7hcbt6tm 69 1 The the DT work_id5zxekuovexhaprgj7hcbt6tm 69 2 Recall Recall NNP work_id5zxekuovexhaprgj7hcbt6tm 69 3 value value NN work_id5zxekuovexhaprgj7hcbt6tm 69 4 at at IN work_id5zxekuovexhaprgj7hcbt6tm 69 5 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 69 6 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 69 7 76.66 76.66 CD work_id5zxekuovexhaprgj7hcbt6tm 69 8 % % NN work_id5zxekuovexhaprgj7hcbt6tm 69 9 and and CC work_id5zxekuovexhaprgj7hcbt6tm 69 10 the the DT work_id5zxekuovexhaprgj7hcbt6tm 69 11 value value NN work_id5zxekuovexhaprgj7hcbt6tm 69 12 at at IN work_id5zxekuovexhaprgj7hcbt6tm 69 13 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 69 14 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 69 15 71.06 71.06 CD work_id5zxekuovexhaprgj7hcbt6tm 69 16 % % NN work_id5zxekuovexhaprgj7hcbt6tm 69 17 . . . work_id5zxekuovexhaprgj7hcbt6tm 70 1 with with IN work_id5zxekuovexhaprgj7hcbt6tm 70 2 a a DT work_id5zxekuovexhaprgj7hcbt6tm 70 3 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 70 4 in in IN work_id5zxekuovexhaprgj7hcbt6tm 70 5 value value NN work_id5zxekuovexhaprgj7hcbt6tm 70 6 of of IN work_id5zxekuovexhaprgj7hcbt6tm 70 7 5.6 5.6 CD work_id5zxekuovexhaprgj7hcbt6tm 70 8 Meanwhile meanwhile RB work_id5zxekuovexhaprgj7hcbt6tm 70 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 70 10 the the DT work_id5zxekuovexhaprgj7hcbt6tm 70 11 value value NN work_id5zxekuovexhaprgj7hcbt6tm 70 12 of of IN work_id5zxekuovexhaprgj7hcbt6tm 70 13 fold fold NN work_id5zxekuovexhaprgj7hcbt6tm 70 14 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 70 15 # # NN work_id5zxekuovexhaprgj7hcbt6tm 70 16 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 70 17 in in IN work_id5zxekuovexhaprgj7hcbt6tm 70 18 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 70 19 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 70 20 the the DT work_id5zxekuovexhaprgj7hcbt6tm 70 21 lowest low JJS work_id5zxekuovexhaprgj7hcbt6tm 70 22 result result NN work_id5zxekuovexhaprgj7hcbt6tm 70 23 in in IN work_id5zxekuovexhaprgj7hcbt6tm 70 24 the the DT work_id5zxekuovexhaprgj7hcbt6tm 70 25 7th 7th JJ work_id5zxekuovexhaprgj7hcbt6tm 70 26 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 70 27 with with IN work_id5zxekuovexhaprgj7hcbt6tm 70 28 a a DT work_id5zxekuovexhaprgj7hcbt6tm 70 29 value value NN work_id5zxekuovexhaprgj7hcbt6tm 70 30 of of IN work_id5zxekuovexhaprgj7hcbt6tm 70 31 75.49 75.49 CD work_id5zxekuovexhaprgj7hcbt6tm 70 32 % % NN work_id5zxekuovexhaprgj7hcbt6tm 70 33 , , , work_id5zxekuovexhaprgj7hcbt6tm 70 34 while while IN work_id5zxekuovexhaprgj7hcbt6tm 70 35 in in IN work_id5zxekuovexhaprgj7hcbt6tm 70 36 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 70 37 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 70 38 66 66 CD work_id5zxekuovexhaprgj7hcbt6tm 70 39 % % NN work_id5zxekuovexhaprgj7hcbt6tm 70 40 in in IN work_id5zxekuovexhaprgj7hcbt6tm 70 41 the the DT work_id5zxekuovexhaprgj7hcbt6tm 70 42 second second JJ work_id5zxekuovexhaprgj7hcbt6tm 70 43 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 70 44 . . . work_id5zxekuovexhaprgj7hcbt6tm 71 1 Fold fold VB work_id5zxekuovexhaprgj7hcbt6tm 71 2 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 3 # # NN work_id5zxekuovexhaprgj7hcbt6tm 71 4 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 5 Accuracy accuracy NN work_id5zxekuovexhaprgj7hcbt6tm 71 6 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 7 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 8 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 9 Recall recall NN work_id5zxekuovexhaprgj7hcbt6tm 71 10 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 11 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 12 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 13 Precision Precision NNP work_id5zxekuovexhaprgj7hcbt6tm 71 14 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 15 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 16 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 17 F1 F1 NNP work_id5zxekuovexhaprgj7hcbt6tm 71 18 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 19 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 20 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 21 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 71 22 80.05 80.05 CD work_id5zxekuovexhaprgj7hcbt6tm 71 23 66.41 66.41 CD work_id5zxekuovexhaprgj7hcbt6tm 71 24 71.90 71.90 CD work_id5zxekuovexhaprgj7hcbt6tm 71 25 69.05 69.05 CD work_id5zxekuovexhaprgj7hcbt6tm 71 26 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 71 27 77.49 77.49 CD work_id5zxekuovexhaprgj7hcbt6tm 71 28 66.00 66.00 CD work_id5zxekuovexhaprgj7hcbt6tm 71 29 72.79 72.79 CD work_id5zxekuovexhaprgj7hcbt6tm 71 30 69.23 69.23 CD work_id5zxekuovexhaprgj7hcbt6tm 71 31 3 3 CD work_id5zxekuovexhaprgj7hcbt6tm 71 32 78.97 78.97 CD work_id5zxekuovexhaprgj7hcbt6tm 71 33 71.43 71.43 CD work_id5zxekuovexhaprgj7hcbt6tm 71 34 72.41 72.41 CD work_id5zxekuovexhaprgj7hcbt6tm 71 35 71.92 71.92 CD work_id5zxekuovexhaprgj7hcbt6tm 71 36 4 4 CD work_id5zxekuovexhaprgj7hcbt6tm 71 37 82.82 82.82 CD work_id5zxekuovexhaprgj7hcbt6tm 71 38 72.03 72.03 CD work_id5zxekuovexhaprgj7hcbt6tm 71 39 79.23 79.23 CD work_id5zxekuovexhaprgj7hcbt6tm 71 40 75.46 75.46 CD work_id5zxekuovexhaprgj7hcbt6tm 71 41 5 5 CD work_id5zxekuovexhaprgj7hcbt6tm 71 42 78.72 78.72 CD work_id5zxekuovexhaprgj7hcbt6tm 71 43 66.67 66.67 CD work_id5zxekuovexhaprgj7hcbt6tm 71 44 77.04 77.04 CD work_id5zxekuovexhaprgj7hcbt6tm 71 45 71.48 71.48 CD work_id5zxekuovexhaprgj7hcbt6tm 71 46 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 71 47 78.21 78.21 CD work_id5zxekuovexhaprgj7hcbt6tm 71 48 67.36 67.36 CD work_id5zxekuovexhaprgj7hcbt6tm 71 49 71.85 71.85 CD work_id5zxekuovexhaprgj7hcbt6tm 71 50 69.53 69.53 CD work_id5zxekuovexhaprgj7hcbt6tm 71 51 7 7 CD work_id5zxekuovexhaprgj7hcbt6tm 71 52 80.77 80.77 CD work_id5zxekuovexhaprgj7hcbt6tm 71 53 79.26 79.26 CD work_id5zxekuovexhaprgj7hcbt6tm 71 54 69.48 69.48 CD work_id5zxekuovexhaprgj7hcbt6tm 71 55 74.05 74.05 CD work_id5zxekuovexhaprgj7hcbt6tm 71 56 8 8 CD work_id5zxekuovexhaprgj7hcbt6tm 71 57 78.72 78.72 CD work_id5zxekuovexhaprgj7hcbt6tm 71 58 66.91 66.91 CD work_id5zxekuovexhaprgj7hcbt6tm 71 59 71.54 71.54 CD work_id5zxekuovexhaprgj7hcbt6tm 71 60 69.14 69.14 CD work_id5zxekuovexhaprgj7hcbt6tm 71 61 9 9 CD work_id5zxekuovexhaprgj7hcbt6tm 71 62 77.95 77.95 CD work_id5zxekuovexhaprgj7hcbt6tm 71 63 79.03 79.03 CD work_id5zxekuovexhaprgj7hcbt6tm 71 64 62.03 62.03 CD work_id5zxekuovexhaprgj7hcbt6tm 71 65 69.50 69.50 CD work_id5zxekuovexhaprgj7hcbt6tm 71 66 10 10 CD work_id5zxekuovexhaprgj7hcbt6tm 71 67 81.28 81.28 CD work_id5zxekuovexhaprgj7hcbt6tm 71 68 75.52 75.52 CD work_id5zxekuovexhaprgj7hcbt6tm 71 69 73.97 73.97 CD work_id5zxekuovexhaprgj7hcbt6tm 71 70 74.74 74.74 CD work_id5zxekuovexhaprgj7hcbt6tm 71 71 Average Average NNP work_id5zxekuovexhaprgj7hcbt6tm 71 72 79.50 79.50 CD work_id5zxekuovexhaprgj7hcbt6tm 71 73 71.06 71.06 CD work_id5zxekuovexhaprgj7hcbt6tm 71 74 72.22 72.22 CD work_id5zxekuovexhaprgj7hcbt6tm 71 75 71.41 71.41 CD work_id5zxekuovexhaprgj7hcbt6tm 71 76 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NN work_id5zxekuovexhaprgj7hcbt6tm 71 77 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 71 78 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 71 79 , , , work_id5zxekuovexhaprgj7hcbt6tm 71 80 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 71 81 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 71 82 , , , work_id5zxekuovexhaprgj7hcbt6tm 71 83 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 71 84 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 71 85 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 71 86 | | CD work_id5zxekuovexhaprgj7hcbt6tm 71 87 http://ijsrcseit.com http://ijsrcseit.com NNP work_id5zxekuovexhaprgj7hcbt6tm 71 88 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 71 89 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 71 90 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 71 91 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 71 92 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 71 93 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 71 94 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 71 95 Res Res NNP work_id5zxekuovexhaprgj7hcbt6tm 71 96 CSE CSE NNP work_id5zxekuovexhaprgj7hcbt6tm 71 97 & & CC work_id5zxekuovexhaprgj7hcbt6tm 71 98 IT IT NNP work_id5zxekuovexhaprgj7hcbt6tm 71 99 , , , work_id5zxekuovexhaprgj7hcbt6tm 71 100 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 71 101 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 71 102 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 71 103 ; ; : work_id5zxekuovexhaprgj7hcbt6tm 71 104 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 71 105 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 71 106 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 71 107 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 71 108 : : : work_id5zxekuovexhaprgj7hcbt6tm 71 109 285 285 CD work_id5zxekuovexhaprgj7hcbt6tm 71 110 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 71 111 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 71 112 289 289 CD work_id5zxekuovexhaprgj7hcbt6tm 71 113 TABLE TABLE NNS work_id5zxekuovexhaprgj7hcbt6tm 71 114 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 71 115 DATA datum NNS work_id5zxekuovexhaprgj7hcbt6tm 71 116 CLASSIFICATION classification NN work_id5zxekuovexhaprgj7hcbt6tm 71 117 RESULTS result NNS work_id5zxekuovexhaprgj7hcbt6tm 71 118 FROM from IN work_id5zxekuovexhaprgj7hcbt6tm 71 119 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 71 120 If if IN work_id5zxekuovexhaprgj7hcbt6tm 71 121 seen see VBN work_id5zxekuovexhaprgj7hcbt6tm 71 122 in in IN work_id5zxekuovexhaprgj7hcbt6tm 71 123 the the DT work_id5zxekuovexhaprgj7hcbt6tm 71 124 2nd 2nd JJ work_id5zxekuovexhaprgj7hcbt6tm 71 125 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 71 126 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 71 127 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 71 128 the the DT work_id5zxekuovexhaprgj7hcbt6tm 71 129 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 71 130 of of IN work_id5zxekuovexhaprgj7hcbt6tm 71 131 76.53 76.53 CD work_id5zxekuovexhaprgj7hcbt6tm 71 132 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 133 , , , work_id5zxekuovexhaprgj7hcbt6tm 71 134 then then RB work_id5zxekuovexhaprgj7hcbt6tm 71 135 there there EX work_id5zxekuovexhaprgj7hcbt6tm 71 136 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 71 137 a a DT work_id5zxekuovexhaprgj7hcbt6tm 71 138 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 71 139 of of IN work_id5zxekuovexhaprgj7hcbt6tm 71 140 10.53 10.53 CD work_id5zxekuovexhaprgj7hcbt6tm 71 141 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 142 , , , work_id5zxekuovexhaprgj7hcbt6tm 71 143 while while IN work_id5zxekuovexhaprgj7hcbt6tm 71 144 in in IN work_id5zxekuovexhaprgj7hcbt6tm 71 145 the the DT work_id5zxekuovexhaprgj7hcbt6tm 71 146 7th 7th JJ work_id5zxekuovexhaprgj7hcbt6tm 71 147 iteration iteration NN work_id5zxekuovexhaprgj7hcbt6tm 71 148 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 71 149 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 71 150 the the DT work_id5zxekuovexhaprgj7hcbt6tm 71 151 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 71 152 of of IN work_id5zxekuovexhaprgj7hcbt6tm 71 153 79.26 79.26 CD work_id5zxekuovexhaprgj7hcbt6tm 71 154 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 155 with with IN work_id5zxekuovexhaprgj7hcbt6tm 71 156 a a DT work_id5zxekuovexhaprgj7hcbt6tm 71 157 value value NN work_id5zxekuovexhaprgj7hcbt6tm 71 158 of of IN work_id5zxekuovexhaprgj7hcbt6tm 71 159 3.77 3.77 CD work_id5zxekuovexhaprgj7hcbt6tm 71 160 % % NN work_id5zxekuovexhaprgj7hcbt6tm 71 161 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 71 162 from from IN work_id5zxekuovexhaprgj7hcbt6tm 71 163 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 71 164 . . . work_id5zxekuovexhaprgj7hcbt6tm 72 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 72 2 the the DT work_id5zxekuovexhaprgj7hcbt6tm 72 3 precision precision NN work_id5zxekuovexhaprgj7hcbt6tm 72 4 section section NN work_id5zxekuovexhaprgj7hcbt6tm 72 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 72 6 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 72 7 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 72 8 the the DT work_id5zxekuovexhaprgj7hcbt6tm 72 9 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 72 10 of of IN work_id5zxekuovexhaprgj7hcbt6tm 72 11 81.96 81.96 CD work_id5zxekuovexhaprgj7hcbt6tm 72 12 % % NN work_id5zxekuovexhaprgj7hcbt6tm 72 13 and and CC work_id5zxekuovexhaprgj7hcbt6tm 72 14 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 72 15 72.22 72.22 CD work_id5zxekuovexhaprgj7hcbt6tm 72 16 % % NN work_id5zxekuovexhaprgj7hcbt6tm 72 17 with with IN work_id5zxekuovexhaprgj7hcbt6tm 72 18 a a DT work_id5zxekuovexhaprgj7hcbt6tm 72 19 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 72 20 in in IN work_id5zxekuovexhaprgj7hcbt6tm 72 21 value value NN work_id5zxekuovexhaprgj7hcbt6tm 72 22 of of IN work_id5zxekuovexhaprgj7hcbt6tm 72 23 9.74 9.74 CD work_id5zxekuovexhaprgj7hcbt6tm 72 24 % % NN work_id5zxekuovexhaprgj7hcbt6tm 72 25 . . . work_id5zxekuovexhaprgj7hcbt6tm 73 1 Whereas whereas IN work_id5zxekuovexhaprgj7hcbt6tm 73 2 in in IN work_id5zxekuovexhaprgj7hcbt6tm 73 3 section section NN work_id5zxekuovexhaprgj7hcbt6tm 73 4 F1 F1 NNP work_id5zxekuovexhaprgj7hcbt6tm 73 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 73 6 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 73 7 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 73 8 the the DT work_id5zxekuovexhaprgj7hcbt6tm 73 9 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 73 10 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 73 11 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 73 12 of of IN work_id5zxekuovexhaprgj7hcbt6tm 73 13 74.7 74.7 CD work_id5zxekuovexhaprgj7hcbt6tm 73 14 % % NN work_id5zxekuovexhaprgj7hcbt6tm 73 15 and and CC work_id5zxekuovexhaprgj7hcbt6tm 73 16 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 73 17 displays display VBZ work_id5zxekuovexhaprgj7hcbt6tm 73 18 the the DT work_id5zxekuovexhaprgj7hcbt6tm 73 19 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 73 20 of of IN work_id5zxekuovexhaprgj7hcbt6tm 73 21 71.41 71.41 CD work_id5zxekuovexhaprgj7hcbt6tm 73 22 % % NN work_id5zxekuovexhaprgj7hcbt6tm 73 23 with with IN work_id5zxekuovexhaprgj7hcbt6tm 73 24 a a DT work_id5zxekuovexhaprgj7hcbt6tm 73 25 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 73 26 in in IN work_id5zxekuovexhaprgj7hcbt6tm 73 27 value value NN work_id5zxekuovexhaprgj7hcbt6tm 73 28 of of IN work_id5zxekuovexhaprgj7hcbt6tm 73 29 3.29 3.29 CD work_id5zxekuovexhaprgj7hcbt6tm 73 30 % % NN work_id5zxekuovexhaprgj7hcbt6tm 73 31 . . . work_id5zxekuovexhaprgj7hcbt6tm 74 1 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 74 2 on on IN work_id5zxekuovexhaprgj7hcbt6tm 74 3 the the DT work_id5zxekuovexhaprgj7hcbt6tm 74 4 results result NNS work_id5zxekuovexhaprgj7hcbt6tm 74 5 of of IN work_id5zxekuovexhaprgj7hcbt6tm 74 6 data datum NNS work_id5zxekuovexhaprgj7hcbt6tm 74 7 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 74 8 that that WDT work_id5zxekuovexhaprgj7hcbt6tm 74 9 has have VBZ work_id5zxekuovexhaprgj7hcbt6tm 74 10 been be VBN work_id5zxekuovexhaprgj7hcbt6tm 74 11 done do VBN work_id5zxekuovexhaprgj7hcbt6tm 74 12 by by IN work_id5zxekuovexhaprgj7hcbt6tm 74 13 both both DT work_id5zxekuovexhaprgj7hcbt6tm 74 14 methods method NNS work_id5zxekuovexhaprgj7hcbt6tm 74 15 , , , work_id5zxekuovexhaprgj7hcbt6tm 74 16 the the DT work_id5zxekuovexhaprgj7hcbt6tm 74 17 biggest big JJS work_id5zxekuovexhaprgj7hcbt6tm 74 18 difference difference NN work_id5zxekuovexhaprgj7hcbt6tm 74 19 in in IN work_id5zxekuovexhaprgj7hcbt6tm 74 20 value value NN work_id5zxekuovexhaprgj7hcbt6tm 74 21 occurs occur VBZ work_id5zxekuovexhaprgj7hcbt6tm 74 22 in in IN work_id5zxekuovexhaprgj7hcbt6tm 74 23 precision precision NN work_id5zxekuovexhaprgj7hcbt6tm 74 24 . . . work_id5zxekuovexhaprgj7hcbt6tm 75 1 V. V. NNP work_id5zxekuovexhaprgj7hcbt6tm 75 2 CONCLUSION CONCLUSION NNP work_id5zxekuovexhaprgj7hcbt6tm 75 3 In in IN work_id5zxekuovexhaprgj7hcbt6tm 75 4 this this DT work_id5zxekuovexhaprgj7hcbt6tm 75 5 paper paper NN work_id5zxekuovexhaprgj7hcbt6tm 75 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 75 7 an an DT work_id5zxekuovexhaprgj7hcbt6tm 75 8 empirical empirical JJ work_id5zxekuovexhaprgj7hcbt6tm 75 9 study study NN work_id5zxekuovexhaprgj7hcbt6tm 75 10 was be VBD work_id5zxekuovexhaprgj7hcbt6tm 75 11 conducted conduct VBN work_id5zxekuovexhaprgj7hcbt6tm 75 12 to to TO work_id5zxekuovexhaprgj7hcbt6tm 75 13 evaluate evaluate VB work_id5zxekuovexhaprgj7hcbt6tm 75 14 the the DT work_id5zxekuovexhaprgj7hcbt6tm 75 15 application application NN work_id5zxekuovexhaprgj7hcbt6tm 75 16 of of IN work_id5zxekuovexhaprgj7hcbt6tm 75 17 expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 75 18 system system NN work_id5zxekuovexhaprgj7hcbt6tm 75 19 to to TO work_id5zxekuovexhaprgj7hcbt6tm 75 20 detect detect VB work_id5zxekuovexhaprgj7hcbt6tm 75 21 the the DT work_id5zxekuovexhaprgj7hcbt6tm 75 22 kids kid NNS work_id5zxekuovexhaprgj7hcbt6tm 75 23 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 75 24 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 75 25 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 75 26 on on IN work_id5zxekuovexhaprgj7hcbt6tm 75 27 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 75 28 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 75 29 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 75 30 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 75 31 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 75 32 and and CC work_id5zxekuovexhaprgj7hcbt6tm 75 33 Support Support NNP work_id5zxekuovexhaprgj7hcbt6tm 75 34 Vector Vector NNP work_id5zxekuovexhaprgj7hcbt6tm 75 35 Machine Machine NNP work_id5zxekuovexhaprgj7hcbt6tm 75 36 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 75 37 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 75 38 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 75 39 . . . work_id5zxekuovexhaprgj7hcbt6tm 76 1 Based base VBN work_id5zxekuovexhaprgj7hcbt6tm 76 2 on on IN work_id5zxekuovexhaprgj7hcbt6tm 76 3 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 76 4 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 76 5 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 76 6 the the DT work_id5zxekuovexhaprgj7hcbt6tm 76 7 best good JJS work_id5zxekuovexhaprgj7hcbt6tm 76 8 algorithm algorithm NN work_id5zxekuovexhaprgj7hcbt6tm 76 9 to to TO work_id5zxekuovexhaprgj7hcbt6tm 76 10 classify classify VB work_id5zxekuovexhaprgj7hcbt6tm 76 11 the the DT work_id5zxekuovexhaprgj7hcbt6tm 76 12 users user NNS work_id5zxekuovexhaprgj7hcbt6tm 76 13 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 76 14 opinions opinion NNS work_id5zxekuovexhaprgj7hcbt6tm 76 15 in in IN work_id5zxekuovexhaprgj7hcbt6tm 76 16 this this DT work_id5zxekuovexhaprgj7hcbt6tm 76 17 study study NN work_id5zxekuovexhaprgj7hcbt6tm 76 18 , , , work_id5zxekuovexhaprgj7hcbt6tm 76 19 the the DT work_id5zxekuovexhaprgj7hcbt6tm 76 20 accuracy accuracy NN work_id5zxekuovexhaprgj7hcbt6tm 76 21 reported report VBD work_id5zxekuovexhaprgj7hcbt6tm 76 22 is be VBZ work_id5zxekuovexhaprgj7hcbt6tm 76 23 80.32 80.32 CD work_id5zxekuovexhaprgj7hcbt6tm 76 24 % % NN work_id5zxekuovexhaprgj7hcbt6tm 76 25 and and CC work_id5zxekuovexhaprgj7hcbt6tm 76 26 79.50 79.50 CD work_id5zxekuovexhaprgj7hcbt6tm 76 27 % % NN work_id5zxekuovexhaprgj7hcbt6tm 76 28 of of IN work_id5zxekuovexhaprgj7hcbt6tm 76 29 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 76 30 classifier classifier NN work_id5zxekuovexhaprgj7hcbt6tm 76 31 . . . work_id5zxekuovexhaprgj7hcbt6tm 77 1 To to IN work_id5zxekuovexhaprgj7hcbt6tm 77 2 The the DT work_id5zxekuovexhaprgj7hcbt6tm 77 3 findings finding NNS work_id5zxekuovexhaprgj7hcbt6tm 77 4 of of IN work_id5zxekuovexhaprgj7hcbt6tm 77 5 this this DT work_id5zxekuovexhaprgj7hcbt6tm 77 6 study study NN work_id5zxekuovexhaprgj7hcbt6tm 77 7 reveal reveal VB work_id5zxekuovexhaprgj7hcbt6tm 77 8 that that IN work_id5zxekuovexhaprgj7hcbt6tm 77 9 NB NB NNP work_id5zxekuovexhaprgj7hcbt6tm 77 10 classifier classifier NN work_id5zxekuovexhaprgj7hcbt6tm 77 11 outperformed outperform VBN work_id5zxekuovexhaprgj7hcbt6tm 77 12 than than IN work_id5zxekuovexhaprgj7hcbt6tm 77 13 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 77 14 classifier classifier NN work_id5zxekuovexhaprgj7hcbt6tm 77 15 in in IN work_id5zxekuovexhaprgj7hcbt6tm 77 16 evaluating evaluate VBG work_id5zxekuovexhaprgj7hcbt6tm 77 17 the the DT work_id5zxekuovexhaprgj7hcbt6tm 77 18 kids kid NNS work_id5zxekuovexhaprgj7hcbt6tm 77 19 ’ ’ POS work_id5zxekuovexhaprgj7hcbt6tm 77 20 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 77 21 disease disease NN work_id5zxekuovexhaprgj7hcbt6tm 77 22 . . . work_id5zxekuovexhaprgj7hcbt6tm 78 1 VI VI NNP work_id5zxekuovexhaprgj7hcbt6tm 78 2 . . . work_id5zxekuovexhaprgj7hcbt6tm 79 1 REFERENCES reference NNS work_id5zxekuovexhaprgj7hcbt6tm 79 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 79 3 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 79 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 79 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 80 1 Sadikin Sadikin NNP work_id5zxekuovexhaprgj7hcbt6tm 80 2 M M NNP work_id5zxekuovexhaprgj7hcbt6tm 80 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 80 4 Fanany Fanany NNP work_id5zxekuovexhaprgj7hcbt6tm 80 5 MI MI NNP work_id5zxekuovexhaprgj7hcbt6tm 80 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 80 7 Basaruddin Basaruddin NNP work_id5zxekuovexhaprgj7hcbt6tm 80 8 T T NNP work_id5zxekuovexhaprgj7hcbt6tm 80 9 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 80 10 2016 2016 CD work_id5zxekuovexhaprgj7hcbt6tm 80 11 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 80 12 A a DT work_id5zxekuovexhaprgj7hcbt6tm 80 13 New New NNP work_id5zxekuovexhaprgj7hcbt6tm 80 14 Data Data NNP work_id5zxekuovexhaprgj7hcbt6tm 80 15 Representation Representation NNP work_id5zxekuovexhaprgj7hcbt6tm 80 16 Based base VBN work_id5zxekuovexhaprgj7hcbt6tm 80 17 on on IN work_id5zxekuovexhaprgj7hcbt6tm 80 18 Training Training NNP work_id5zxekuovexhaprgj7hcbt6tm 80 19 Data Data NNPS work_id5zxekuovexhaprgj7hcbt6tm 80 20 Characteristics Characteristics NNPS work_id5zxekuovexhaprgj7hcbt6tm 80 21 to to TO work_id5zxekuovexhaprgj7hcbt6tm 80 22 Extract extract VB work_id5zxekuovexhaprgj7hcbt6tm 80 23 Drug Drug NNP work_id5zxekuovexhaprgj7hcbt6tm 80 24 Name Name NNP work_id5zxekuovexhaprgj7hcbt6tm 80 25 Entity Entity NNP work_id5zxekuovexhaprgj7hcbt6tm 80 26 in in IN work_id5zxekuovexhaprgj7hcbt6tm 80 27 Medical Medical NNP work_id5zxekuovexhaprgj7hcbt6tm 80 28 Text Text NNP work_id5zxekuovexhaprgj7hcbt6tm 80 29 . . . work_id5zxekuovexhaprgj7hcbt6tm 81 1 Comput comput VB work_id5zxekuovexhaprgj7hcbt6tm 81 2 Intell Intell NNP work_id5zxekuovexhaprgj7hcbt6tm 81 3 Neurosci Neurosci NNP work_id5zxekuovexhaprgj7hcbt6tm 81 4 . . . work_id5zxekuovexhaprgj7hcbt6tm 82 1 https://doi.org/10.1155/2016/3483528 https://doi.org/10.1155/2016/3483528 NNP work_id5zxekuovexhaprgj7hcbt6tm 82 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 82 3 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 82 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 82 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 83 1 Sadikin Sadikin NNP work_id5zxekuovexhaprgj7hcbt6tm 83 2 M M NNP work_id5zxekuovexhaprgj7hcbt6tm 83 3 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 83 4 2017 2017 CD work_id5zxekuovexhaprgj7hcbt6tm 83 5 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 83 6 Mining mining NN work_id5zxekuovexhaprgj7hcbt6tm 83 7 relation relation NN work_id5zxekuovexhaprgj7hcbt6tm 83 8 extraction extraction NN work_id5zxekuovexhaprgj7hcbt6tm 83 9 based base VBN work_id5zxekuovexhaprgj7hcbt6tm 83 10 on on IN work_id5zxekuovexhaprgj7hcbt6tm 83 11 pattern pattern NN work_id5zxekuovexhaprgj7hcbt6tm 83 12 learning learning NN work_id5zxekuovexhaprgj7hcbt6tm 83 13 approach approach NN work_id5zxekuovexhaprgj7hcbt6tm 83 14 . . . work_id5zxekuovexhaprgj7hcbt6tm 84 1 Indones Indones NNP work_id5zxekuovexhaprgj7hcbt6tm 84 2 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 84 3 Electr Electr NNP work_id5zxekuovexhaprgj7hcbt6tm 84 4 Eng Eng NNP work_id5zxekuovexhaprgj7hcbt6tm 84 5 Comput Comput NNP work_id5zxekuovexhaprgj7hcbt6tm 84 6 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 84 7 . . . work_id5zxekuovexhaprgj7hcbt6tm 85 1 https://doi.org/10.11591/ijeecs.v6.i1.pp50-57 https://doi.org/10.11591/ijeecs.v6.i1.pp50-57 ADD work_id5zxekuovexhaprgj7hcbt6tm 85 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 85 3 3 3 CD work_id5zxekuovexhaprgj7hcbt6tm 85 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 85 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 86 1 Triana Triana NNP work_id5zxekuovexhaprgj7hcbt6tm 86 2 YS YS NNP work_id5zxekuovexhaprgj7hcbt6tm 86 3 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 86 4 2018 2018 CD work_id5zxekuovexhaprgj7hcbt6tm 86 5 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 86 6 Monte Monte NNP work_id5zxekuovexhaprgj7hcbt6tm 86 7 Carlo Carlo NNP work_id5zxekuovexhaprgj7hcbt6tm 86 8 Simulation Simulation NNP work_id5zxekuovexhaprgj7hcbt6tm 86 9 for for IN work_id5zxekuovexhaprgj7hcbt6tm 86 10 Modified Modified NNP work_id5zxekuovexhaprgj7hcbt6tm 86 11 Parametric Parametric NNP work_id5zxekuovexhaprgj7hcbt6tm 86 12 of of IN work_id5zxekuovexhaprgj7hcbt6tm 86 13 Sample Sample NNP work_id5zxekuovexhaprgj7hcbt6tm 86 14 Selection Selection NNP work_id5zxekuovexhaprgj7hcbt6tm 86 15 Models Models NNPS work_id5zxekuovexhaprgj7hcbt6tm 86 16 Through through IN work_id5zxekuovexhaprgj7hcbt6tm 86 17 Fuzzy Fuzzy NNP work_id5zxekuovexhaprgj7hcbt6tm 86 18 Approach Approach NNP work_id5zxekuovexhaprgj7hcbt6tm 86 19 . . . work_id5zxekuovexhaprgj7hcbt6tm 87 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 87 2 : : : work_id5zxekuovexhaprgj7hcbt6tm 87 3 IOP IOP NNP work_id5zxekuovexhaprgj7hcbt6tm 87 4 Conference Conference NNP work_id5zxekuovexhaprgj7hcbt6tm 87 5 Series Series NNP work_id5zxekuovexhaprgj7hcbt6tm 87 6 : : : work_id5zxekuovexhaprgj7hcbt6tm 87 7 Materials Materials NNP work_id5zxekuovexhaprgj7hcbt6tm 87 8 Science Science NNP work_id5zxekuovexhaprgj7hcbt6tm 87 9 and and CC work_id5zxekuovexhaprgj7hcbt6tm 87 10 Engineering Engineering NNP work_id5zxekuovexhaprgj7hcbt6tm 87 11 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 87 12 4 4 CD work_id5zxekuovexhaprgj7hcbt6tm 87 13 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 87 14 . . . work_id5zxekuovexhaprgj7hcbt6tm 88 1 Kurniawan Kurniawan NNP work_id5zxekuovexhaprgj7hcbt6tm 88 2 R R NNP work_id5zxekuovexhaprgj7hcbt6tm 88 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 88 4 Yanti Yanti NNP work_id5zxekuovexhaprgj7hcbt6tm 88 5 N N NNP work_id5zxekuovexhaprgj7hcbt6tm 88 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 88 7 Ahmad Ahmad NNP work_id5zxekuovexhaprgj7hcbt6tm 88 8 Nazri Nazri NNP work_id5zxekuovexhaprgj7hcbt6tm 88 9 MZ MZ NNP work_id5zxekuovexhaprgj7hcbt6tm 88 10 , , , work_id5zxekuovexhaprgj7hcbt6tm 88 11 Zulvandri Zulvandri NNP work_id5zxekuovexhaprgj7hcbt6tm 88 12 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 88 13 2015 2015 CD work_id5zxekuovexhaprgj7hcbt6tm 88 14 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 88 15 Expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 88 16 systems system NNS work_id5zxekuovexhaprgj7hcbt6tm 88 17 for for IN work_id5zxekuovexhaprgj7hcbt6tm 88 18 self self NN work_id5zxekuovexhaprgj7hcbt6tm 88 19 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 88 20 diagnosing diagnosing NN work_id5zxekuovexhaprgj7hcbt6tm 88 21 of of IN work_id5zxekuovexhaprgj7hcbt6tm 88 22 eye eye NN work_id5zxekuovexhaprgj7hcbt6tm 88 23 diseases disease NNS work_id5zxekuovexhaprgj7hcbt6tm 88 24 using use VBG work_id5zxekuovexhaprgj7hcbt6tm 88 25 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 88 26 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 88 27 . . . work_id5zxekuovexhaprgj7hcbt6tm 89 1 In in IN work_id5zxekuovexhaprgj7hcbt6tm 89 2 : : : work_id5zxekuovexhaprgj7hcbt6tm 89 3 Proceedings Proceedings NNP work_id5zxekuovexhaprgj7hcbt6tm 89 4 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 89 5 2014 2014 CD work_id5zxekuovexhaprgj7hcbt6tm 89 6 International International NNP work_id5zxekuovexhaprgj7hcbt6tm 89 7 Conference Conference NNP work_id5zxekuovexhaprgj7hcbt6tm 89 8 on on IN work_id5zxekuovexhaprgj7hcbt6tm 89 9 Advanced Advanced NNP work_id5zxekuovexhaprgj7hcbt6tm 89 10 Informatics Informatics NNPS work_id5zxekuovexhaprgj7hcbt6tm 89 11 : : : work_id5zxekuovexhaprgj7hcbt6tm 89 12 Concept Concept NNP work_id5zxekuovexhaprgj7hcbt6tm 89 13 , , , work_id5zxekuovexhaprgj7hcbt6tm 89 14 Theory Theory NNP work_id5zxekuovexhaprgj7hcbt6tm 89 15 and and CC work_id5zxekuovexhaprgj7hcbt6tm 89 16 Application Application NNP work_id5zxekuovexhaprgj7hcbt6tm 89 17 , , , work_id5zxekuovexhaprgj7hcbt6tm 89 18 ICAICTA ICAICTA NNP work_id5zxekuovexhaprgj7hcbt6tm 89 19 2014 2014 CD work_id5zxekuovexhaprgj7hcbt6tm 89 20 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 89 21 5 5 CD work_id5zxekuovexhaprgj7hcbt6tm 89 22 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 89 23 . . . work_id5zxekuovexhaprgj7hcbt6tm 90 1 de de NNP work_id5zxekuovexhaprgj7hcbt6tm 90 2 Carvalho Carvalho NNP work_id5zxekuovexhaprgj7hcbt6tm 90 3 Filho Filho NNP work_id5zxekuovexhaprgj7hcbt6tm 90 4 AO AO NNP work_id5zxekuovexhaprgj7hcbt6tm 90 5 , , , work_id5zxekuovexhaprgj7hcbt6tm 90 6 Silva Silva NNP work_id5zxekuovexhaprgj7hcbt6tm 90 7 AC AC NNP work_id5zxekuovexhaprgj7hcbt6tm 90 8 , , , work_id5zxekuovexhaprgj7hcbt6tm 90 9 de de NNP work_id5zxekuovexhaprgj7hcbt6tm 90 10 Paiva Paiva NNP work_id5zxekuovexhaprgj7hcbt6tm 90 11 AC AC NNP work_id5zxekuovexhaprgj7hcbt6tm 90 12 , , , work_id5zxekuovexhaprgj7hcbt6tm 90 13 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 90 14 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 90 15 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 90 16 2017 2017 CD work_id5zxekuovexhaprgj7hcbt6tm 90 17 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 90 18 Lung Lung NNP work_id5zxekuovexhaprgj7hcbt6tm 90 19 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 90 20 Nodule Nodule NNP work_id5zxekuovexhaprgj7hcbt6tm 90 21 Classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 90 22 Based base VBN work_id5zxekuovexhaprgj7hcbt6tm 90 23 on on IN work_id5zxekuovexhaprgj7hcbt6tm 90 24 Computed Computed NNP work_id5zxekuovexhaprgj7hcbt6tm 90 25 Tomography Tomography NNP work_id5zxekuovexhaprgj7hcbt6tm 90 26 Using Using NNP work_id5zxekuovexhaprgj7hcbt6tm 90 27 Taxonomic Taxonomic NNP work_id5zxekuovexhaprgj7hcbt6tm 90 28 Diversity Diversity NNP work_id5zxekuovexhaprgj7hcbt6tm 90 29 Indexes Indexes NNP work_id5zxekuovexhaprgj7hcbt6tm 90 30 and and CC work_id5zxekuovexhaprgj7hcbt6tm 90 31 an an DT work_id5zxekuovexhaprgj7hcbt6tm 90 32 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 90 33 . . . work_id5zxekuovexhaprgj7hcbt6tm 91 1 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 91 2 Signal Signal NNP work_id5zxekuovexhaprgj7hcbt6tm 91 3 Process Process NNP work_id5zxekuovexhaprgj7hcbt6tm 91 4 Syst Syst NNP work_id5zxekuovexhaprgj7hcbt6tm 91 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 92 1 https://doi.org/10.1007/s11265-016-1134-5 https://doi.org/10.1007/s11265-016-1134-5 CD work_id5zxekuovexhaprgj7hcbt6tm 92 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 92 3 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 92 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 92 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 93 1 Naqi Naqi NNP work_id5zxekuovexhaprgj7hcbt6tm 93 2 SM SM NNP work_id5zxekuovexhaprgj7hcbt6tm 93 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 93 4 Sharif Sharif NNP work_id5zxekuovexhaprgj7hcbt6tm 93 5 M M NNP work_id5zxekuovexhaprgj7hcbt6tm 93 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 93 7 Yasmin Yasmin NNP work_id5zxekuovexhaprgj7hcbt6tm 93 8 M M NNP work_id5zxekuovexhaprgj7hcbt6tm 93 9 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 93 10 2018 2018 CD work_id5zxekuovexhaprgj7hcbt6tm 93 11 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 93 12 Multistage multistage NN work_id5zxekuovexhaprgj7hcbt6tm 93 13 segmentation segmentation NN work_id5zxekuovexhaprgj7hcbt6tm 93 14 model model NN work_id5zxekuovexhaprgj7hcbt6tm 93 15 and and CC work_id5zxekuovexhaprgj7hcbt6tm 93 16 SVM SVM NNP work_id5zxekuovexhaprgj7hcbt6tm 93 17 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 93 18 ensemble ensemble JJ work_id5zxekuovexhaprgj7hcbt6tm 93 19 for for IN work_id5zxekuovexhaprgj7hcbt6tm 93 20 precise precise JJ work_id5zxekuovexhaprgj7hcbt6tm 93 21 lung lung NN work_id5zxekuovexhaprgj7hcbt6tm 93 22 nodule nodule VBP work_id5zxekuovexhaprgj7hcbt6tm 93 23 detection detection NN work_id5zxekuovexhaprgj7hcbt6tm 93 24 . . . work_id5zxekuovexhaprgj7hcbt6tm 94 1 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 94 2 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 94 3 Comput Comput NNP work_id5zxekuovexhaprgj7hcbt6tm 94 4 Assist Assist NNP work_id5zxekuovexhaprgj7hcbt6tm 94 5 Radiol Radiol NNP work_id5zxekuovexhaprgj7hcbt6tm 94 6 Surg Surg NNP work_id5zxekuovexhaprgj7hcbt6tm 94 7 . . . work_id5zxekuovexhaprgj7hcbt6tm 95 1 https://doi.org/10.1007/s11548-018-1715-9 https://doi.org/10.1007/s11548-018-1715-9 NNP work_id5zxekuovexhaprgj7hcbt6tm 95 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 95 3 7 7 CD work_id5zxekuovexhaprgj7hcbt6tm 95 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 95 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 96 1 Wang Wang NNP work_id5zxekuovexhaprgj7hcbt6tm 96 2 S S NNP work_id5zxekuovexhaprgj7hcbt6tm 96 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 96 4 Jiang Jiang NNP work_id5zxekuovexhaprgj7hcbt6tm 96 5 L L NNP work_id5zxekuovexhaprgj7hcbt6tm 96 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 96 7 Li Li NNP work_id5zxekuovexhaprgj7hcbt6tm 96 8 C C NNP work_id5zxekuovexhaprgj7hcbt6tm 96 9 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 96 10 2015 2015 CD work_id5zxekuovexhaprgj7hcbt6tm 96 11 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 96 12 Adapting adapt VBG work_id5zxekuovexhaprgj7hcbt6tm 96 13 naive naive JJ work_id5zxekuovexhaprgj7hcbt6tm 96 14 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 96 15 tree tree VBP work_id5zxekuovexhaprgj7hcbt6tm 96 16 for for IN work_id5zxekuovexhaprgj7hcbt6tm 96 17 text text NN work_id5zxekuovexhaprgj7hcbt6tm 96 18 classification classification NN work_id5zxekuovexhaprgj7hcbt6tm 96 19 . . . work_id5zxekuovexhaprgj7hcbt6tm 97 1 Knowl Knowl NNP work_id5zxekuovexhaprgj7hcbt6tm 97 2 Inf Inf NNP work_id5zxekuovexhaprgj7hcbt6tm 97 3 Syst Syst NNP work_id5zxekuovexhaprgj7hcbt6tm 97 4 44:77–89 44:77–89 CD work_id5zxekuovexhaprgj7hcbt6tm 97 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 98 1 https://doi.org/10.1007/s10115-014-0746-y https://doi.org/10.1007/s10115-014-0746-y NNP work_id5zxekuovexhaprgj7hcbt6tm 98 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 98 3 8 8 CD work_id5zxekuovexhaprgj7hcbt6tm 98 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 98 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 99 1 Balamurugan Balamurugan NNP work_id5zxekuovexhaprgj7hcbt6tm 99 2 AA AA NNP work_id5zxekuovexhaprgj7hcbt6tm 99 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 99 4 Rajaram Rajaram NNP work_id5zxekuovexhaprgj7hcbt6tm 99 5 R R NNP work_id5zxekuovexhaprgj7hcbt6tm 99 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 99 7 Pramala Pramala NNP work_id5zxekuovexhaprgj7hcbt6tm 99 8 S S NNP work_id5zxekuovexhaprgj7hcbt6tm 99 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 99 10 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 99 11 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 99 12 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 99 13 2011 2011 CD work_id5zxekuovexhaprgj7hcbt6tm 99 14 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 99 15 NB+ nb+ NN work_id5zxekuovexhaprgj7hcbt6tm 99 16 : : : work_id5zxekuovexhaprgj7hcbt6tm 99 17 An an DT work_id5zxekuovexhaprgj7hcbt6tm 99 18 improved improved JJ work_id5zxekuovexhaprgj7hcbt6tm 99 19 Naïve Naïve NNP work_id5zxekuovexhaprgj7hcbt6tm 99 20 Bayesian bayesian JJ work_id5zxekuovexhaprgj7hcbt6tm 99 21 algorithm algorithm NN work_id5zxekuovexhaprgj7hcbt6tm 99 22 . . . work_id5zxekuovexhaprgj7hcbt6tm 100 1 Knowledge knowledge NN work_id5zxekuovexhaprgj7hcbt6tm 100 2 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 100 3 Based base VBN work_id5zxekuovexhaprgj7hcbt6tm 100 4 Syst Syst NNP work_id5zxekuovexhaprgj7hcbt6tm 100 5 24:563–569 24:563–569 CD work_id5zxekuovexhaprgj7hcbt6tm 100 6 . . . work_id5zxekuovexhaprgj7hcbt6tm 101 1 https://doi.org/10.1016/j.knosys.2010.09.007 https://doi.org/10.1016/j.knosys.2010.09.007 NFP work_id5zxekuovexhaprgj7hcbt6tm 101 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 101 3 9 9 CD work_id5zxekuovexhaprgj7hcbt6tm 101 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 101 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 102 1 Jiang Jiang NNP work_id5zxekuovexhaprgj7hcbt6tm 102 2 L L NNP work_id5zxekuovexhaprgj7hcbt6tm 102 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 102 4 Zhang Zhang NNP work_id5zxekuovexhaprgj7hcbt6tm 102 5 L L NNP work_id5zxekuovexhaprgj7hcbt6tm 102 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 102 7 Yu Yu NNP work_id5zxekuovexhaprgj7hcbt6tm 102 8 L L NNP work_id5zxekuovexhaprgj7hcbt6tm 102 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 102 10 Wang Wang NNP work_id5zxekuovexhaprgj7hcbt6tm 102 11 D D NNP work_id5zxekuovexhaprgj7hcbt6tm 102 12 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 102 13 2019 2019 CD work_id5zxekuovexhaprgj7hcbt6tm 102 14 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 102 15 Class- Class- NNP work_id5zxekuovexhaprgj7hcbt6tm 102 16 specific specific JJ work_id5zxekuovexhaprgj7hcbt6tm 102 17 attribute attribute NN work_id5zxekuovexhaprgj7hcbt6tm 102 18 weighted weight VBD work_id5zxekuovexhaprgj7hcbt6tm 102 19 naive naive JJ work_id5zxekuovexhaprgj7hcbt6tm 102 20 Bayes Bayes NNP work_id5zxekuovexhaprgj7hcbt6tm 102 21 . . . work_id5zxekuovexhaprgj7hcbt6tm 103 1 Pattern Pattern NNP work_id5zxekuovexhaprgj7hcbt6tm 103 2 Recognit Recognit NNP work_id5zxekuovexhaprgj7hcbt6tm 103 3 88:321–330 88:321–330 CD work_id5zxekuovexhaprgj7hcbt6tm 103 4 . . . work_id5zxekuovexhaprgj7hcbt6tm 104 1 https://doi.org/10.1016/j.patcog.2018.11.032 https://doi.org/10.1016/j.patcog.2018.11.032 ADD work_id5zxekuovexhaprgj7hcbt6tm 104 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 104 3 10 10 CD work_id5zxekuovexhaprgj7hcbt6tm 104 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 104 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 105 1 Huang Huang NNP work_id5zxekuovexhaprgj7hcbt6tm 105 2 H H NNP work_id5zxekuovexhaprgj7hcbt6tm 105 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 105 4 Wei Wei NNP work_id5zxekuovexhaprgj7hcbt6tm 105 5 X X NNP work_id5zxekuovexhaprgj7hcbt6tm 105 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 105 7 Zhou Zhou NNP work_id5zxekuovexhaprgj7hcbt6tm 105 8 Y Y NNP work_id5zxekuovexhaprgj7hcbt6tm 105 9 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 105 10 2018 2018 CD work_id5zxekuovexhaprgj7hcbt6tm 105 11 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 105 12 Twin twin JJ work_id5zxekuovexhaprgj7hcbt6tm 105 13 support support NN work_id5zxekuovexhaprgj7hcbt6tm 105 14 vector vector NN work_id5zxekuovexhaprgj7hcbt6tm 105 15 machines machine NNS work_id5zxekuovexhaprgj7hcbt6tm 105 16 : : : work_id5zxekuovexhaprgj7hcbt6tm 105 17 A a DT work_id5zxekuovexhaprgj7hcbt6tm 105 18 survey survey NN work_id5zxekuovexhaprgj7hcbt6tm 105 19 . . . work_id5zxekuovexhaprgj7hcbt6tm 106 1 Neurocomputing neurocompute VBG work_id5zxekuovexhaprgj7hcbt6tm 106 2 300:34–43 300:34–43 CD work_id5zxekuovexhaprgj7hcbt6tm 106 3 . . . work_id5zxekuovexhaprgj7hcbt6tm 107 1 https://doi.org/10.1016/j.neucom.2018.01.093 https://doi.org/10.1016/j.neucom.2018.01.093 NNP work_id5zxekuovexhaprgj7hcbt6tm 107 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 107 3 11 11 CD work_id5zxekuovexhaprgj7hcbt6tm 107 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 107 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 108 1 Weston Weston NNP work_id5zxekuovexhaprgj7hcbt6tm 108 2 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 108 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 108 4 Watkins Watkins NNP work_id5zxekuovexhaprgj7hcbt6tm 108 5 C C NNP work_id5zxekuovexhaprgj7hcbt6tm 108 6 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 108 7 1999 1999 CD work_id5zxekuovexhaprgj7hcbt6tm 108 8 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 108 9 Support Support NNP work_id5zxekuovexhaprgj7hcbt6tm 108 10 Vector Vector NNP work_id5zxekuovexhaprgj7hcbt6tm 108 11 Machines Machines NNPS work_id5zxekuovexhaprgj7hcbt6tm 108 12 for for IN work_id5zxekuovexhaprgj7hcbt6tm 108 13 Multi Multi NNP work_id5zxekuovexhaprgj7hcbt6tm 108 14 - - NNP work_id5zxekuovexhaprgj7hcbt6tm 108 15 Class Class NNP work_id5zxekuovexhaprgj7hcbt6tm 108 16 Pattern Pattern NNP work_id5zxekuovexhaprgj7hcbt6tm 108 17 Recognition Recognition NNP work_id5zxekuovexhaprgj7hcbt6tm 108 18 . . . work_id5zxekuovexhaprgj7hcbt6tm 109 1 Proc Proc NNP work_id5zxekuovexhaprgj7hcbt6tm 109 2 7th 7th NN work_id5zxekuovexhaprgj7hcbt6tm 109 3 Eur eur NN work_id5zxekuovexhaprgj7hcbt6tm 109 4 Symp Symp NNP work_id5zxekuovexhaprgj7hcbt6tm 109 5 Artif artif NN work_id5zxekuovexhaprgj7hcbt6tm 109 6 Neural Neural NNP work_id5zxekuovexhaprgj7hcbt6tm 109 7 Networks Networks NNPS work_id5zxekuovexhaprgj7hcbt6tm 109 8 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 109 9 12 12 CD work_id5zxekuovexhaprgj7hcbt6tm 109 10 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 109 11 . . . work_id5zxekuovexhaprgj7hcbt6tm 110 1 Hsu Hsu NNP work_id5zxekuovexhaprgj7hcbt6tm 110 2 CW CW NNP work_id5zxekuovexhaprgj7hcbt6tm 110 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 110 4 Lin Lin NNP work_id5zxekuovexhaprgj7hcbt6tm 110 5 CJ CJ NNP work_id5zxekuovexhaprgj7hcbt6tm 110 6 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 110 7 2002 2002 CD work_id5zxekuovexhaprgj7hcbt6tm 110 8 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 110 9 A a DT work_id5zxekuovexhaprgj7hcbt6tm 110 10 comparison comparison NN work_id5zxekuovexhaprgj7hcbt6tm 110 11 of of IN work_id5zxekuovexhaprgj7hcbt6tm 110 12 methods method NNS work_id5zxekuovexhaprgj7hcbt6tm 110 13 for for IN work_id5zxekuovexhaprgj7hcbt6tm 110 14 multiclass multiclass NN work_id5zxekuovexhaprgj7hcbt6tm 110 15 support support NN work_id5zxekuovexhaprgj7hcbt6tm 110 16 vector vector NN work_id5zxekuovexhaprgj7hcbt6tm 110 17 machines machine NNS work_id5zxekuovexhaprgj7hcbt6tm 110 18 . . . work_id5zxekuovexhaprgj7hcbt6tm 111 1 IEEE IEEE NNP work_id5zxekuovexhaprgj7hcbt6tm 111 2 Trans Trans NNP work_id5zxekuovexhaprgj7hcbt6tm 111 3 Neural Neural NNP work_id5zxekuovexhaprgj7hcbt6tm 111 4 Networks Networks NNP work_id5zxekuovexhaprgj7hcbt6tm 111 5 13:415–425 13:415–425 CD work_id5zxekuovexhaprgj7hcbt6tm 111 6 . . . work_id5zxekuovexhaprgj7hcbt6tm 112 1 https://doi.org/10.1109/72.991427 https://doi.org/10.1109/72.991427 ADD work_id5zxekuovexhaprgj7hcbt6tm 112 2 [ [ -LRB- work_id5zxekuovexhaprgj7hcbt6tm 112 3 13 13 CD work_id5zxekuovexhaprgj7hcbt6tm 112 4 ] ] -RRB- work_id5zxekuovexhaprgj7hcbt6tm 112 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 113 1 He -PRON- PRP work_id5zxekuovexhaprgj7hcbt6tm 113 2 X X VBZ work_id5zxekuovexhaprgj7hcbt6tm 113 3 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 4 Wang Wang NNP work_id5zxekuovexhaprgj7hcbt6tm 113 5 Z Z NNP work_id5zxekuovexhaprgj7hcbt6tm 113 6 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 7 Jin Jin NNP work_id5zxekuovexhaprgj7hcbt6tm 113 8 C C NNP work_id5zxekuovexhaprgj7hcbt6tm 113 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 10 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 113 11 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 113 12 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 13 2012 2012 CD work_id5zxekuovexhaprgj7hcbt6tm 113 14 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 15 A a DT work_id5zxekuovexhaprgj7hcbt6tm 113 16 simplified simplify VBN work_id5zxekuovexhaprgj7hcbt6tm 113 17 multi- multi- NN work_id5zxekuovexhaprgj7hcbt6tm 113 18 class class NN work_id5zxekuovexhaprgj7hcbt6tm 113 19 support support NN work_id5zxekuovexhaprgj7hcbt6tm 113 20 vector vector NN work_id5zxekuovexhaprgj7hcbt6tm 113 21 machine machine NN work_id5zxekuovexhaprgj7hcbt6tm 113 22 with with IN work_id5zxekuovexhaprgj7hcbt6tm 113 23 reduced reduce VBN work_id5zxekuovexhaprgj7hcbt6tm 113 24 dual dual JJ work_id5zxekuovexhaprgj7hcbt6tm 113 25 Fold Fold NNP work_id5zxekuovexhaprgj7hcbt6tm 113 26 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 27 # # NN work_id5zxekuovexhaprgj7hcbt6tm 113 28 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 29 Accuracy accuracy NN work_id5zxekuovexhaprgj7hcbt6tm 113 30 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 31 % % NN work_id5zxekuovexhaprgj7hcbt6tm 113 32 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 33 Recall recall NN work_id5zxekuovexhaprgj7hcbt6tm 113 34 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 35 % % NN work_id5zxekuovexhaprgj7hcbt6tm 113 36 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 37 Precision Precision NNP work_id5zxekuovexhaprgj7hcbt6tm 113 38 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 39 % % NN work_id5zxekuovexhaprgj7hcbt6tm 113 40 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 41 F1 F1 NNP work_id5zxekuovexhaprgj7hcbt6tm 113 42 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 43 % % NN work_id5zxekuovexhaprgj7hcbt6tm 113 44 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 45 1 1 CD work_id5zxekuovexhaprgj7hcbt6tm 113 46 81.33 81.33 CD work_id5zxekuovexhaprgj7hcbt6tm 113 47 76.00 76.00 CD work_id5zxekuovexhaprgj7hcbt6tm 113 48 81.82 81.82 CD work_id5zxekuovexhaprgj7hcbt6tm 113 49 73.06 73.06 CD work_id5zxekuovexhaprgj7hcbt6tm 113 50 2 2 CD work_id5zxekuovexhaprgj7hcbt6tm 113 51 78.77 78.77 CD work_id5zxekuovexhaprgj7hcbt6tm 113 52 76.53 76.53 CD work_id5zxekuovexhaprgj7hcbt6tm 113 53 83.09 83.09 CD work_id5zxekuovexhaprgj7hcbt6tm 113 54 73.14 73.14 CD work_id5zxekuovexhaprgj7hcbt6tm 113 55 3 3 CD work_id5zxekuovexhaprgj7hcbt6tm 113 56 81.79 81.79 CD work_id5zxekuovexhaprgj7hcbt6tm 113 57 77.65 77.65 CD work_id5zxekuovexhaprgj7hcbt6tm 113 58 84.14 84.14 CD work_id5zxekuovexhaprgj7hcbt6tm 113 59 77.46 77.46 CD work_id5zxekuovexhaprgj7hcbt6tm 113 60 4 4 CD work_id5zxekuovexhaprgj7hcbt6tm 113 61 82.05 82.05 CD work_id5zxekuovexhaprgj7hcbt6tm 113 62 76.90 76.90 CD work_id5zxekuovexhaprgj7hcbt6tm 113 63 83.85 83.85 CD work_id5zxekuovexhaprgj7hcbt6tm 113 64 75.69 75.69 CD work_id5zxekuovexhaprgj7hcbt6tm 113 65 5 5 CD work_id5zxekuovexhaprgj7hcbt6tm 113 66 79.74 79.74 CD work_id5zxekuovexhaprgj7hcbt6tm 113 67 76.57 76.57 CD work_id5zxekuovexhaprgj7hcbt6tm 113 68 86.67 86.67 CD work_id5zxekuovexhaprgj7hcbt6tm 113 69 74.76 74.76 CD work_id5zxekuovexhaprgj7hcbt6tm 113 70 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 113 71 77.69 77.69 CD work_id5zxekuovexhaprgj7hcbt6tm 113 72 76.48 76.48 CD work_id5zxekuovexhaprgj7hcbt6tm 113 73 77.78 77.78 CD work_id5zxekuovexhaprgj7hcbt6tm 113 74 70.71 70.71 CD work_id5zxekuovexhaprgj7hcbt6tm 113 75 7 7 CD work_id5zxekuovexhaprgj7hcbt6tm 113 76 82.31 82.31 CD work_id5zxekuovexhaprgj7hcbt6tm 113 77 75.49 75.49 CD work_id5zxekuovexhaprgj7hcbt6tm 113 78 83.12 83.12 CD work_id5zxekuovexhaprgj7hcbt6tm 113 79 78.77 78.77 CD work_id5zxekuovexhaprgj7hcbt6tm 113 80 8 8 CD work_id5zxekuovexhaprgj7hcbt6tm 113 81 80.00 80.00 CD work_id5zxekuovexhaprgj7hcbt6tm 113 82 76.71 76.71 CD work_id5zxekuovexhaprgj7hcbt6tm 113 83 78.46 78.46 CD work_id5zxekuovexhaprgj7hcbt6tm 113 84 72.34 72.34 CD work_id5zxekuovexhaprgj7hcbt6tm 113 85 9 9 CD work_id5zxekuovexhaprgj7hcbt6tm 113 86 79.23 79.23 CD work_id5zxekuovexhaprgj7hcbt6tm 113 87 77.28 77.28 CD work_id5zxekuovexhaprgj7hcbt6tm 113 88 77.85 77.85 CD work_id5zxekuovexhaprgj7hcbt6tm 113 89 75.23 75.23 CD work_id5zxekuovexhaprgj7hcbt6tm 113 90 10 10 CD work_id5zxekuovexhaprgj7hcbt6tm 113 91 80.26 80.26 CD work_id5zxekuovexhaprgj7hcbt6tm 113 92 76.99 76.99 CD work_id5zxekuovexhaprgj7hcbt6tm 113 93 82.88 82.88 CD work_id5zxekuovexhaprgj7hcbt6tm 113 94 75.86 75.86 CD work_id5zxekuovexhaprgj7hcbt6tm 113 95 Average average JJ work_id5zxekuovexhaprgj7hcbt6tm 113 96 80.32 80.32 CD work_id5zxekuovexhaprgj7hcbt6tm 113 97 76.66 76.66 CD work_id5zxekuovexhaprgj7hcbt6tm 113 98 81.96 81.96 CD work_id5zxekuovexhaprgj7hcbt6tm 113 99 74.70 74.70 CD work_id5zxekuovexhaprgj7hcbt6tm 113 100 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NN work_id5zxekuovexhaprgj7hcbt6tm 113 101 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 113 102 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 113 103 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 104 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 113 105 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 113 106 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 107 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 113 108 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 113 109 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 113 110 | | CD work_id5zxekuovexhaprgj7hcbt6tm 113 111 http://ijsrcseit.com http://ijsrcseit.com NNP work_id5zxekuovexhaprgj7hcbt6tm 113 112 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 113 113 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 113 114 et et NNP work_id5zxekuovexhaprgj7hcbt6tm 113 115 al al NNP work_id5zxekuovexhaprgj7hcbt6tm 113 116 Int Int NNP work_id5zxekuovexhaprgj7hcbt6tm 113 117 J J NNP work_id5zxekuovexhaprgj7hcbt6tm 113 118 Sci Sci NNP work_id5zxekuovexhaprgj7hcbt6tm 113 119 Res Res NNP work_id5zxekuovexhaprgj7hcbt6tm 113 120 CSE CSE NNP work_id5zxekuovexhaprgj7hcbt6tm 113 121 & & CC work_id5zxekuovexhaprgj7hcbt6tm 113 122 IT IT NNP work_id5zxekuovexhaprgj7hcbt6tm 113 123 , , , work_id5zxekuovexhaprgj7hcbt6tm 113 124 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 113 125 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 113 126 December-2020 December-2020 NNP work_id5zxekuovexhaprgj7hcbt6tm 113 127 ; ; : work_id5zxekuovexhaprgj7hcbt6tm 113 128 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 113 129 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 113 130 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 113 131 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 113 132 : : : work_id5zxekuovexhaprgj7hcbt6tm 113 133 285 285 CD work_id5zxekuovexhaprgj7hcbt6tm 113 134 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 113 135 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 113 136 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 113 137 optimization optimization NN work_id5zxekuovexhaprgj7hcbt6tm 113 138 . . . work_id5zxekuovexhaprgj7hcbt6tm 114 1 Pattern Pattern NNP work_id5zxekuovexhaprgj7hcbt6tm 114 2 Recognit Recognit NNP work_id5zxekuovexhaprgj7hcbt6tm 114 3 Lett Lett NNP work_id5zxekuovexhaprgj7hcbt6tm 114 4 33:71–82 33:71–82 NNP work_id5zxekuovexhaprgj7hcbt6tm 114 5 . . . work_id5zxekuovexhaprgj7hcbt6tm 115 1 https://doi.org/10.1016/j.patrec.2011.09.035 https://doi.org/10.1016/j.patrec.2011.09.035 XX work_id5zxekuovexhaprgj7hcbt6tm 115 2 Cite cite VB work_id5zxekuovexhaprgj7hcbt6tm 115 3 this this DT work_id5zxekuovexhaprgj7hcbt6tm 115 4 article article NN work_id5zxekuovexhaprgj7hcbt6tm 115 5 as as IN work_id5zxekuovexhaprgj7hcbt6tm 115 6 : : : work_id5zxekuovexhaprgj7hcbt6tm 115 7 Sulis Sulis NNP work_id5zxekuovexhaprgj7hcbt6tm 115 8 Sandiwarno Sandiwarno NNP work_id5zxekuovexhaprgj7hcbt6tm 115 9 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 10 " " `` work_id5zxekuovexhaprgj7hcbt6tm 115 11 Developing develop VBG work_id5zxekuovexhaprgj7hcbt6tm 115 12 an an DT work_id5zxekuovexhaprgj7hcbt6tm 115 13 Expert expert NN work_id5zxekuovexhaprgj7hcbt6tm 115 14 System system NN work_id5zxekuovexhaprgj7hcbt6tm 115 15 Application application NN work_id5zxekuovexhaprgj7hcbt6tm 115 16 to to TO work_id5zxekuovexhaprgj7hcbt6tm 115 17 Detect detect VB work_id5zxekuovexhaprgj7hcbt6tm 115 18 Childs Childs NNP work_id5zxekuovexhaprgj7hcbt6tm 115 19 ' ' POS work_id5zxekuovexhaprgj7hcbt6tm 115 20 Lung Lung NNP work_id5zxekuovexhaprgj7hcbt6tm 115 21 Disease Disease NNP work_id5zxekuovexhaprgj7hcbt6tm 115 22 " " '' work_id5zxekuovexhaprgj7hcbt6tm 115 23 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 24 International International NNP work_id5zxekuovexhaprgj7hcbt6tm 115 25 Journal Journal NNP work_id5zxekuovexhaprgj7hcbt6tm 115 26 of of IN work_id5zxekuovexhaprgj7hcbt6tm 115 27 Scientific Scientific NNP work_id5zxekuovexhaprgj7hcbt6tm 115 28 Research Research NNP work_id5zxekuovexhaprgj7hcbt6tm 115 29 in in IN work_id5zxekuovexhaprgj7hcbt6tm 115 30 Computer Computer NNP work_id5zxekuovexhaprgj7hcbt6tm 115 31 Science Science NNP work_id5zxekuovexhaprgj7hcbt6tm 115 32 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 33 Engineering Engineering NNP work_id5zxekuovexhaprgj7hcbt6tm 115 34 and and CC work_id5zxekuovexhaprgj7hcbt6tm 115 35 Information Information NNP work_id5zxekuovexhaprgj7hcbt6tm 115 36 Technology Technology NNP work_id5zxekuovexhaprgj7hcbt6tm 115 37 ( ( -LRB- work_id5zxekuovexhaprgj7hcbt6tm 115 38 IJSRCSEIT IJSRCSEIT NNP work_id5zxekuovexhaprgj7hcbt6tm 115 39 ) ) -RRB- work_id5zxekuovexhaprgj7hcbt6tm 115 40 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 41 ISSN issn NN work_id5zxekuovexhaprgj7hcbt6tm 115 42 : : : work_id5zxekuovexhaprgj7hcbt6tm 115 43 2456 2456 CD work_id5zxekuovexhaprgj7hcbt6tm 115 44 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 115 45 3307 3307 CD work_id5zxekuovexhaprgj7hcbt6tm 115 46 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 47 Volume volume NN work_id5zxekuovexhaprgj7hcbt6tm 115 48 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 115 49 Issue Issue NNP work_id5zxekuovexhaprgj7hcbt6tm 115 50 6 6 CD work_id5zxekuovexhaprgj7hcbt6tm 115 51 , , , work_id5zxekuovexhaprgj7hcbt6tm 115 52 pp pp NNP work_id5zxekuovexhaprgj7hcbt6tm 115 53 . . . work_id5zxekuovexhaprgj7hcbt6tm 116 1 285 285 CD work_id5zxekuovexhaprgj7hcbt6tm 116 2 - - SYM work_id5zxekuovexhaprgj7hcbt6tm 116 3 290 290 CD work_id5zxekuovexhaprgj7hcbt6tm 116 4 , , , work_id5zxekuovexhaprgj7hcbt6tm 116 5 November November NNP work_id5zxekuovexhaprgj7hcbt6tm 116 6 - - HYPH work_id5zxekuovexhaprgj7hcbt6tm 116 7 December December NNP work_id5zxekuovexhaprgj7hcbt6tm 116 8 2020 2020 CD work_id5zxekuovexhaprgj7hcbt6tm 116 9 . . . work_id5zxekuovexhaprgj7hcbt6tm 117 1 Available available JJ work_id5zxekuovexhaprgj7hcbt6tm 117 2 at at IN work_id5zxekuovexhaprgj7hcbt6tm 117 3 doi doi NN work_id5zxekuovexhaprgj7hcbt6tm 117 4 : : : work_id5zxekuovexhaprgj7hcbt6tm 117 5 https://doi.org/10.32628/CSEIT206657 https://doi.org/10.32628/CSEIT206657 NNP work_id5zxekuovexhaprgj7hcbt6tm 117 6 Journal Journal NNP work_id5zxekuovexhaprgj7hcbt6tm 117 7 URL URL NNP work_id5zxekuovexhaprgj7hcbt6tm 117 8 : : : work_id5zxekuovexhaprgj7hcbt6tm 117 9 http://ijsrcseit.com/CSEIT206657 http://ijsrcseit.com/cseit206657 NN work_id5zxekuovexhaprgj7hcbt6tm 117 10 http://www.ijsrcseit.com/ http://www.ijsrcseit.com/ NN work_id5zxekuovexhaprgj7hcbt6tm 117 11 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 117 12 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 117 13 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 117 14 https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes https://search.crossref.org/?q=10.32628/CSEIT206657&from_ui=yes NNP work_id5zxekuovexhaprgj7hcbt6tm 117 15 http://ijsrcseit.com/CSEIT206657 http://ijsrcseit.com/CSEIT206657 NNP work_id5zxekuovexhaprgj7hcbt6tm 117 16 http://ijsrcseit.com/CSEIT206657 http://ijsrcseit.com/CSEIT206657 NNP