hex.rf

Class Tree

java.lang.Object

jsr166y.ForkJoinTask<java.lang.Void>

jsr166y.CountedCompleter

water.H2O.H2OCountedCompleter

hex.rf.Tree

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.concurrent.Future<java.lang.Void>

public class Tree
extends H2O.H2OCountedCompleter

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Tree.INode
static class	Tree.StatType
static class	Tree.TreeVisitor<T extends java.lang.Exception> Abstract visitor class for serialized trees.

Field Summary

Fields

Modifier and Type	Field and Description
static long	LTS_INIT
static long	LTSS_INIT Left and right seed initializer number for statistics
static int	ROWS_FORK_TRESHOLD If the number of rows is higher then given number, fork-join is used to build subtrees, else subtrees are built sequentially
static long	RTS_INIT Left and right seed initializer number for subtrees
static long	RTSS_INIT

Constructor Summary

Constructors

Constructor and Description
Tree(Job job, Data data, byte producerId, int maxDepth, Tree.StatType stat, int numSplitFeatures, long seed, int treeId, int exclusiveSplitLimit, Sampling sampler, int verbose) Constructor used to define the specs when building the tree from the top.

Method Summary

Methods

Modifier and Type	Method and Description
static double	classify(AutoBuffer ts, double[] ds, double badat)
static short	classify(AutoBuffer ts, ValueArray ary, AutoBuffer databits, int row, int[] modelDataMap, short badData) Classify this serialized tree - withOUT inflating it to a full tree.
int	classify(Data.Row r)
void	compute2()
static int	dataId(byte[] bits)
static long	depth_leaves(AutoBuffer tbits) Return (depth << 32)|(leaves), in 1 pass.
int	depth()
int	leaves()
boolean	onExceptionalCompletion(java.lang.Throwable ex, jsr166y.CountedCompleter cc) Performs an action when method ForkJoinTask.completeExceptionally(java.lang.Throwable) is invoked or method CountedCompleter.compute() throws an exception, and this task has not otherwise already completed normally.
static byte	producerId(byte[] bits)
static long	seed(byte[] bits)
Key	toKey()
java.lang.String	toString()

Methods inherited from class water.H2O.H2OCountedCompleter

clone, compute, priority

Methods inherited from class jsr166y.CountedCompleter

addToPendingCount, compareAndSetPendingCount, complete, exec, getCompleter, getPendingCount, getRawResult, onCompletion, setCompleter, setPendingCount, setRawResult, tryComplete

Methods inherited from class jsr166y.ForkJoinTask

adapt, adapt, adapt, cancel, compareAndSetForkJoinTaskTag, completeExceptionally, fork, get, get, getException, getForkJoinTaskTag, getPool, getQueuedTaskCount, getSurplusQueuedTaskCount, helpQuiesce, inForkJoinPool, invoke, invokeAll, invokeAll, invokeAll, isCancelled, isCompletedAbnormally, isCompletedNormally, isDone, join, peekNextLocalTask, pollNextLocalTask, pollTask, quietlyComplete, quietlyInvoke, quietlyJoin, reinitialize, setForkJoinTaskTag, tryUnfork

Methods inherited from class java.lang.Object

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

Field Detail

LTSS_INIT

public static final long LTSS_INIT

Left and right seed initializer number for statistics

See Also:

Constant Field Values

RTSS_INIT

public static final long RTSS_INIT

See Also:

Constant Field Values

RTS_INIT

public static final long RTS_INIT

Left and right seed initializer number for subtrees

See Also:

Constant Field Values

LTS_INIT

public static final long LTS_INIT

See Also:

Constant Field Values

ROWS_FORK_TRESHOLD

public static final int ROWS_FORK_TRESHOLD

If the number of rows is higher then given number, fork-join is used to build subtrees, else subtrees are built sequentially

See Also:

Constant Field Values

Constructor Detail

Tree

public Tree(Job job,
    Data data,
    byte producerId,
    int maxDepth,
    Tree.StatType stat,
    int numSplitFeatures,
    long seed,
    int treeId,
    int exclusiveSplitLimit,
    Sampling sampler,
    int verbose)

Constructor used to define the specs when building the tree from the top.

Method Detail

onExceptionalCompletion

public boolean onExceptionalCompletion(java.lang.Throwable ex,
                              jsr166y.CountedCompleter cc)

Description copied from class: jsr166y.CountedCompleter

Performs an action when method ForkJoinTask.completeExceptionally(java.lang.Throwable) is invoked or method CountedCompleter.compute() throws an exception, and this task has not otherwise already completed normally. On entry to this method, this task ForkJoinTask.isCompletedAbnormally(). The return value of this method controls further propagation: If true and this task has a completer, then this completer is also completed exceptionally. The default implementation of this method does nothing except return true.

Overrides:

onExceptionalCompletion in class H2O.H2OCountedCompleter

Parameters:

ex - the exception

cc - the task invoking this method (which may be this task itself).

Returns:

true if this exception should be propagated to this tasks completer, if one exists.

compute2

public void compute2()

Specified by:

compute2 in class H2O.H2OCountedCompleter

classify

public int classify(Data.Row r)

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

leaves

public int leaves()

depth

public int depth()

toKey

public Key toKey()

classify

public static short classify(AutoBuffer ts,
             ValueArray ary,
             AutoBuffer databits,
             int row,
             int[] modelDataMap,
             short badData)

Classify this serialized tree - withOUT inflating it to a full tree. Use row 'row' in the dataset 'ary' (with pre-fetched bits 'databits') Returns classes from 0 to N-1

classify

public static double classify(AutoBuffer ts,
              double[] ds,
              double badat)

dataId

public static int dataId(byte[] bits)

seed

public static long seed(byte[] bits)

producerId

public static byte producerId(byte[] bits)

depth_leaves

public static long depth_leaves(AutoBuffer tbits)

Return (depth << 32)|(leaves), in 1 pass.