$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 | |