hex.rf

Class DRF.DRFParams

java.lang.Object

water.Iced

hex.rf.DRF.DRFParams

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

DRF

public static final class DRF.DRFParams
extends Iced

RF execution parameters.

Field Summary

Fields

Modifier and Type	Field and Description
int	_exclusiveSplitLimit Arity under which we may use exclusive splits
int	_verbose Output warnings and info

Constructor Summary

Constructors

Constructor and Description
DRF.DRFParams()

Method Summary

Methods

Modifier and Type	Method and Description
static DRF.DRFParams	create(int col, int ntrees, int depth, int numrows, int binLimit, Tree.StatType statType, long seed, boolean parallelTrees, double[] classWt, int numSplitFeatures, Sampling.Strategy samplingStrategy, float sample, float[] strataSamples, int verbose, int exclusiveSplitLimit, boolean useNonLocalData)

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_exclusiveSplitLimit

public int _exclusiveSplitLimit

Arity under which we may use exclusive splits

_verbose

public int _verbose

Output warnings and info

Constructor Detail

DRF.DRFParams

public DRF.DRFParams()

Method Detail

create

public static final DRF.DRFParams create(int col,
                   int ntrees,
                   int depth,
                   int numrows,
                   int binLimit,
                   Tree.StatType statType,
                   long seed,
                   boolean parallelTrees,
                   double[] classWt,
                   int numSplitFeatures,
                   Sampling.Strategy samplingStrategy,
                   float sample,
                   float[] strataSamples,
                   int verbose,
                   int exclusiveSplitLimit,
                   boolean useNonLocalData)