User:Dfrakes/Books/cs545 week1

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Decision tree learning
Information gain in decision trees
Entropy (information theory)
Joint entropy
Conditional entropy
Mutual information
Kullback–Leibler divergence
ID3 algorithm
C4.5 algorithm
Joint probability distribution
Multinomial logistic regression