hex.pca

Class PCAModel

java.lang.Object

water.Iced

water.Keyed<T>

water.Lockable<M>

hex.Model<PCAModel,PCAModel.PCAParameters,PCAModel.PCAOutput>

hex.pca.PCAModel

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

public class PCAModel
extends hex.Model<PCAModel,PCAModel.PCAParameters,PCAModel.PCAOutput>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	PCAModel.PCAOutput
static class	PCAModel.PCAParameters

Nested classes/interfaces inherited from class hex.Model

hex.Model.ModelCategory, hex.Model.Output, hex.Model.Parameters

Field Summary

Fields inherited from class hex.Model

_output, _parms, _warnings

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
PCAModel(water.Key selfKey, PCAModel.PCAParameters parms, PCAModel.PCAOutput output)

Method Summary

Methods

Modifier and Type	Method and Description
boolean	isSupervised()
water.api.ModelSchema	schema()
protected float[]	score0(double[] data, float[] preds)

Methods inherited from class hex.Model

adaptTestForTrain, adaptTestForTrain, addWarning, checksum, remove_impl, score, score, score0, scoreImpl

Methods inherited from class water.Lockable

delete_and_lock, delete, delete, delete, read_lock, read_lock, unlock_all, unlock, update, write_lock

Methods inherited from class water.Keyed

remove, remove, remove, remove

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Constructor Detail

PCAModel

public PCAModel(water.Key selfKey,
        PCAModel.PCAParameters parms,
        PCAModel.PCAOutput output)

Method Detail

isSupervised

public boolean isSupervised()

Overrides:

isSupervised in class hex.Model<PCAModel,PCAModel.PCAParameters,PCAModel.PCAOutput>

schema

public water.api.ModelSchema schema()

Specified by:

schema in class hex.Model<PCAModel,PCAModel.PCAParameters,PCAModel.PCAOutput>

score0

protected float[] score0(double[] data,
             float[] preds)

Specified by:

score0 in class hex.Model<PCAModel,PCAModel.PCAParameters,PCAModel.PCAOutput>