DecisionTreeClassifier

@Serializable

@SerialName(value = "DecisionTreeClassifier")

data class DecisionTreeClassifier(val featureSize: Int, val numClasses: Int, val splitCandidates: List<SerializableSplit>, val config: ClassificationTreeConfig = ClassificationTreeConfig(), val randomSeed: Int = 0) : RegressionStatSpec<TreeClassificationResult> (source)

Spec for DecisionTreeClassifierStat: online VFDT classification tree.

Constructors

constructor(featureSize: Int, numClasses: Int, splitCandidates: List<SerializableSplit>, config: ClassificationTreeConfig = ClassificationTreeConfig(), randomSeed: Int = 0)(source)

RegressionTree growth tunables.

Number of input features.

Number of classes; y must round to [0, numClasses).

PRNG seed.

Candidate splits considered at every audit leaf.