Class/Object

au.csiro.variantspark.algo

RandomForest

Related Docs: object RandomForest | package algo

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class RandomForest[V] extends Logging

Implements random forest

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Instance Constructors

  1. new RandomForest(params: RandomForestParams = RandomForestParams(), modelBuilderFactory: ModelBuilderFactory[V] = ...)(implicit canSplit: CanSplit[V])

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    params

    the RF params

    modelBuilderFactory

    the type of model, i.e. 'wide decision tree builder'

Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def batchTrain(indexedData: RDD[(V, Long)], dataType: VariableType, labels: Array[Int], nTrees: Int, nBatchSize: Int)(implicit callback: RandomForestCallback = null): RandomForestModel[V]

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  6. def clone(): AnyRef

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  7. final def eq(arg0: AnyRef): Boolean

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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  10. final def getClass(): Class[_]

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  11. def hashCode(): Int

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  12. final def isInstanceOf[T0]: Boolean

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  13. def isTraceEnabled(): Boolean

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  14. def log: Logger

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  15. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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  16. def logDebug(msg: ⇒ String): Unit

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  17. def logError(msg: ⇒ String, throwable: Throwable): Unit

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  18. def logError(msg: ⇒ String): Unit

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  19. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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  20. def logInfo(msg: ⇒ String): Unit

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  21. def logName: String

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  22. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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  23. def logTrace(msg: ⇒ String): Unit

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  24. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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  25. def logWarning(msg: ⇒ String): Unit

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  26. final def ne(arg0: AnyRef): Boolean

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  27. final def notify(): Unit

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  28. final def notifyAll(): Unit

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  29. implicit lazy val rng: XorShift1024StarRandomGenerator

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  30. final def synchronized[T0](arg0: ⇒ T0): T0

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  31. def toString(): String

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  32. def train(indexedData: RDD[(V, Long)], dataType: VariableType, labels: Array[Int], nTrees: Int)(implicit callback: RandomForestCallback = null): RandomForestModel[V]

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  33. final def wait(): Unit

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  34. final def wait(arg0: Long, arg1: Int): Unit

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  35. final def wait(arg0: Long): Unit

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