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\DecisionTree	protected
$maxDepth (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	protected
$tree (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	protected
__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\DecisionTree	protected
getColumnTypes(array $samples) (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	static
getFeatureImportances()	Phpml\Classification\DecisionTree
getGiniIndex($baseValue, array $colValues, array $targets)	Phpml\Classification\DecisionTree
getHtml() (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree
getSelectedFeatures()	Phpml\Classification\DecisionTree	protected
getSplitLeaf(array $records, int $depth=0) (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	protected
getSplitNodesByColumn(int $column, DecisionTreeLeaf $node)	Phpml\Classification\DecisionTree	protected
isCategoricalColumn(array $columnValues) (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	protectedstatic
NOMINAL (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree
predict(array $samples) (defined in Phpml\Estimator)	Phpml\Estimator
predictSample(array $sample)	Phpml\Classification\DecisionTree	protected
preprocess(array $samples) (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree	protected
setColumnNames(array $names)	Phpml\Classification\DecisionTree
setNumFeatures(int $numFeatures)	Phpml\Classification\DecisionTree
setSelectedFeatures(array $selectedFeatures)	Phpml\Classification\DecisionTree	protected
train(array $samples, array $targets) (defined in Phpml\Classification\DecisionTree)	Phpml\Classification\DecisionTree