id author title date pages extension mime words sentences flesch summary cache txt work_hzebdb5bhjh45m3uabrz26qhna Jon Williamson A Dynamic Interaction Between Machine Learning and the Philosophy of Science 2004 11 .pdf application/pdf 4326 338 55 A Dynamic Interaction Between Machine Learning and the Philosophy of Science The relationship between machine learning and the philosophy of science can be study highlighting interactions between research on Bayesian networks in machine learning and research on causality and probability in the philosophy of science. How is machine learning related to the philosophy of science? One view is that machine learning and the philosophy of science are Machine learning and philosophy of science are different endeavours: interaction between the philosophy of science and machine learning. Bayesian networks have been the hotbed of a particularly productive interaction between machine learning and the philosophy of science, largely due science can interact dynamically with machine learning. interactions from computer science to machine learning – as in Figure 1. Dynamic interactions: computer science, the philosophy of mathematics, the 34 For further applications of Bayesian networks to the philosophy of science see Hartmann ./cache/work_hzebdb5bhjh45m3uabrz26qhna.pdf ./txt/work_hzebdb5bhjh45m3uabrz26qhna.txt