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Example: Which attribute should be tested first in the tree?

  • ID3 determines information gain for each candidate attribute (e.g., Outlook, Temperature, Humidity, and Wind) and selects the one with the highest information gain

  • Gain(S, Outlook) = 0.246 ; Gain(S, Humidity) = 0.151; Gain(S, Wind) = 0.048; Gain(S, Temperature)=0.029


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