Decision Trees — Weblinks

21 links

Type

Site

Core Algorithms › Decision Trees 13 terms

CART 2 links

Cost-Complexity Pruning 1 link

S scikit-learn: Minimal cost-complexity pruning Docs

Decision Tree 2 links

E Decision tree learning (overview and split criteria) Ref…
S scikit-learn documentation: Decision Trees Docs

Decision Tree Classifier 2 links

S scikit-learn: Decision Trees Docs
E Decision tree learning (overview and impurity criteria) Ref…

Decision Tree Regressor 2 links

S scikit-learn: DecisionTreeRegressor documentation Docs
E Decision tree learning (includes regression trees) Ref…

Entropy 2 links

Gain Ratio 1 link

E Information gain ratio (Gain Ratio) overview Ref…

Gini Impurity 2 links

ID3 1 link

E ID3 algorithm (overview and details) Ref…

Information Gain 1 link

E Information gain in decision trees (Wikipedia) Ref…

Post-Pruning 2 links

E Decision tree pruning (overview and methods) Ref…
S scikit-learn: Minimal cost-complexity pruning Docs

Splitting Criterion 2 links

Tree Depth 1 link

S scikit-learn: DecisionTreeClassifier (max_depth and related controls) Docs

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