water.bindings.pojos

Class PCAModelOutputV99

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelOutputSchema

water.bindings.pojos.PCAModelOutputV99

public class PCAModelOutputV99
extends ModelOutputSchema

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String[][]	domains Domains for categorical (enum) columns.
TwoDimTableV3	eigenvectors Principal components matrix
java.util.Map<java.lang.String,java.lang.String>	help Help information for output fields
java.lang.String	loading_key Frame key for loading matrix (Power method only)
ModelCategory	model_category Category of the model (e.g., Binomial).
TwoDimTableV3	model_summary Model summary
java.lang.String[]	names Column names.
TwoDimTableV3	pc_importance Importance of each principal component
TwoDimTableV3	scoring_history Scoring history
double[]	std_deviation Standard deviations
ModelMetricsBase	training_metrics Training data model metrics
ModelMetricsBase	validation_metrics Validation data model metrics

Constructor Summary

Constructors

Constructor and Description
PCAModelOutputV99()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

std_deviation

public double[] std_deviation

Standard deviations

pc_importance

public TwoDimTableV3 pc_importance

Importance of each principal component

eigenvectors

public TwoDimTableV3 eigenvectors

Principal components matrix

loading_key

public java.lang.String loading_key

Frame key for loading matrix (Power method only)

names

public java.lang.String[] names

Column names.

domains

public java.lang.String[][] domains

Domains for categorical (enum) columns.

model_category

public ModelCategory model_category

Category of the model (e.g., Binomial).

model_summary

public TwoDimTableV3 model_summary

Model summary

scoring_history

public TwoDimTableV3 scoring_history

Scoring history

training_metrics

public ModelMetricsBase training_metrics

Training data model metrics

validation_metrics

public ModelMetricsBase validation_metrics

Validation data model metrics

help

public java.util.Map<java.lang.String,java.lang.String> help

Help information for output fields

Constructor Detail

PCAModelOutputV99

public PCAModelOutputV99()