What are the disadvantages of ID3?
What are the disadvantages of ID3? By utilizing entropy and information gain, ID3 selects the most informative attributes to create logical and comprehensible decision trees. However, the algorithm has its limitations, including overfitting, challenges with continuous data, and a lack of pruning mechanisms. ID3 employs a top-down greedy search through the space of possible decision […]
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