hex.schemas

Class GLMRegularizationPathV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<GLMModel.RegularizationPath,GLMRegularizationPathV3>

hex.schemas.GLMRegularizationPathV3

All Implemented Interfaces:

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

public class GLMRegularizationPathV3
extends water.api.schemas3.SchemaV3<GLMModel.RegularizationPath,GLMRegularizationPathV3>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

water.api.schemas3.SchemaV3.Meta

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
double[]	alphas
java.lang.String[]	coefficient_names
double[][]	coefficients
double[][]	coefficients_std
double[]	explained_deviance_train
double[]	explained_deviance_valid
double[]	lambdas
water.api.schemas3.KeyV3.ModelKeyV3	model
double[][]	p_values
double[][]	std_errs
double[][]	z_values

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
GLMRegularizationPathV3()

Method Summary

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

model

@API(help="source model",
     required=true,
     direction=INPUT)
public water.api.schemas3.KeyV3.ModelKeyV3 model

lambdas

@API(help="Computed lambda values")
public double[] lambdas

alphas

@API(help="alpha values used in building submodels")
public double[] alphas

explained_deviance_train

@API(help="explained deviance on the training set")
public double[] explained_deviance_train

explained_deviance_valid

@API(help="explained deviance on the validation set")
public double[] explained_deviance_valid

coefficients

@API(help="coefficients for all lambdas")
public double[][] coefficients

coefficients_std

@API(help="standardized coefficients for all lambdas")
public double[][] coefficients_std

coefficient_names

@API(help="coefficient names")
public java.lang.String[] coefficient_names

z_values

@API(help="z-values")
public double[][] z_values

p_values

@API(help="p-values")
public double[][] p_values

std_errs

@API(help="standard error")
public double[][] std_errs

Constructor Detail

GLMRegularizationPathV3

public GLMRegularizationPathV3()