User:Dfrakes/Books/cs545 week1


 * 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