(Question is Based on topic related to Machine learning)

00 F We have five features and we want to build a decision tree classifier. Here is the summary of the data to build a decision tree. Which feature will go at the root? Show your works. Features Possible Count Disease Labels Outcomes Yes 374 T No 240 T Yes 206 No 156 F Yes 138 T No 66 T Yes 509 F No 263 Yes 114 T No 256 T Yes 363 No 243 F Yes 483 T No 92 T Yes 316 No 85 E Yes 218 T No 426 T Yes 92 240 F F F No