Decision Tree (Decision Node Selection)

Course Q&A Machine Learning Specialization Advanced Learning Algorithms
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In given slide why did not we choose Round and Whiskers Features at first place.

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Further down it will be explained why so, its basically because the starting features reduce the entropy more that the ones that were not choose at first.