ai.h2o.sparkling.ml.algos.H2OExtendedIsolationForest.scala Maven / Gradle / Ivy
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* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
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* http://www.apache.org/licenses/LICENSE-2.0
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package ai.h2o.sparkling.ml.algos
import ai.h2o.sparkling.ml.params.H2OExtendedIsolationForestParams
import ai.h2o.sparkling.ml.utils.H2OParamsReadable
import hex.tree.isoforextended.ExtendedIsolationForestModel.ExtendedIsolationForestParameters
import org.apache.spark.ml.util.Identifiable
import ai.h2o.sparkling.ml.models.H2OExtendedIsolationForestMOJOModel
import org.apache.spark.sql.Dataset
class H2OExtendedIsolationForest(override val uid: String)
extends H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters]
with H2OExtendedIsolationForestParams {
def this() = this(Identifiable.randomUID(classOf[H2OExtendedIsolationForest].getSimpleName))
override def fit(dataset: Dataset[_]): H2OExtendedIsolationForestMOJOModel = {
super.fit(dataset).asInstanceOf[H2OExtendedIsolationForestMOJOModel]
}
}
object H2OExtendedIsolationForest extends H2OParamsReadable[H2OExtendedIsolationForest]