Packages

p

io.citrine.lolo.trees

classification

package classification

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Type Members

  1. class ClassificationResult extends PredictionResult[Any]

    Classification result

  2. class ClassificationTrainingNode extends TrainingNode[AnyVal, Char]

    Created by maxhutch on 1/12/17.

  3. class ClassificationTrainingResult extends TrainingResult
  4. class ClassificationTree extends Model[ClassificationResult]

    Classification tree

  5. case class ClassificationTreeLearner(numFeatures: Int = -1, maxDepth: Int = 30, minLeafInstances: Int = 1, leafLearner: Option[Learner] = None, splitter: Splitter[Char] = ClassificationSplitter(), rng: Random = Random) extends Learner with Product with Serializable

    Created by maxhutch on 12/2/16.

    Created by maxhutch on 12/2/16.

    numFeatures

    subset of features to select splits from

    maxDepth

    maximum depth of tree

    minLeafInstances

    minimum training instances per node

    leafLearner

    to train on leaves

    splitter

    used to select splits

Value Members

  1. object ClassificationTrainingNode extends Serializable

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