Karar Ağaçları (Decision Trees) Classification 3 (Veri Madenciliği Teorik 5)

How classification works with decision trees, the training and testing processes for decision trees. How branching criteria are established in decision trees, the concept of entropy, information gain, information gain ratio, Gini index, the operation of ID3, C4.5, and CART algorithms, overfitting, and the pruning, prepruning, and postpruning of decision trees. Şadi Evren ŞEKER