Illustrating Classification Task Tid Attrib Attrib2 Attrib3 Class Learning algorithm Small Medium120 Induction Yes Medium Yes 220K No Learn 8 85K Model No Medium No Small 90K Yes Training set Model Apply Tid Attrib Attrib2 Attrib3 Class Model 12 Yes Medium 110K Deduction 14 No 15 67K est setIllustrating Classification Task Apply Model Induction Deduction Learn Model Model Tid Attrib1 Attrib2 Attrib3 Class 1 Yes Large 125K No 2 No Medium 100K No 3 No Small 70K No 4 Yes Medium 120K No 5 No Large 95K Yes 6 No Medium 60K No 7 Yes Large 220K No 8 No Small 85K Yes 9 No Medium 75K No 10 No Small 90K Yes 10 Tid Attrib1 Attrib2 Attrib3 Class 11 No Small 55K ? 12 Yes Medium 80K ? 13 Yes Large 110K ? 14 No Small 95K ? 15 No Large 67K ? 10 Test Set Learning algorithm Training Set