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Moodle 4.2.8 (Build: 20240610) (2d41ac46f45)
Phpml\Classification\DecisionTree Member List

This is the complete list of members for Phpml\Classification\DecisionTree, including all inherited members.

$actualDepth (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree
$columnTypes (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
$maxDepth (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
$tree (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
__construct(int $maxDepth=10) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree
CONTINUOUS (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree
getBestSplit(array $records) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
getColumnTypes(array $samples) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreestatic
getFeatureImportances()Phpml\Classification\DecisionTree
getGiniIndex($baseValue, array $colValues, array $targets)Phpml\Classification\DecisionTree
getHtml() (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree
getSelectedFeatures()Phpml\Classification\DecisionTreeprotected
getSplitLeaf(array $records, int $depth=0) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
getSplitNodesByColumn(int $column, DecisionTreeLeaf $node)Phpml\Classification\DecisionTreeprotected
isCategoricalColumn(array $columnValues) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotectedstatic
NOMINAL (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree
predict(array $samples) (defined in Phpml\Estimator)Phpml\Estimator
predictSample(array $sample)Phpml\Classification\DecisionTreeprotected
preprocess(array $samples) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTreeprotected
setColumnNames(array $names)Phpml\Classification\DecisionTree
setNumFeatures(int $numFeatures)Phpml\Classification\DecisionTree
setSelectedFeatures(array $selectedFeatures)Phpml\Classification\DecisionTreeprotected
train(array $samples, array $targets) (defined in Phpml\Classification\DecisionTree)Phpml\Classification\DecisionTree