water.api

Class AUCBase

java.lang.Object

water.Iced

water.api.Schema<AUCData,AUCBase>

water.api.AUCBase

All Implemented Interfaces:

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

Direct Known Subclasses:

AUCV3

public class AUCBase
extends Schema<AUCData,AUCBase>

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
float[]	accuracy
float[]	accuracy_for_criteria
java.lang.String[]	actual_domain
double	AUC
long[][][]	confusion_matrices
long[][][]	confusion_matrix_for_criteria
float[]	error_for_criteria
float[]	errorr
float[]	F0point5
float[]	F0point5_for_criteria
float[]	F1
float[]	F1_for_criteria
float[]	F2
float[]	F2_for_criteria
double	Gini
float[]	max_per_class_error
float[]	max_per_class_error_for_criteria
float[]	mcc
float[]	mcc_for_criteria
float[]	precision
float[]	precision_for_criteria
float[]	recall
float[]	recall_for_criteria
float[]	specificity
float[]	specificity_for_criteria
java.lang.String[]	threshold_criteria
AUC.ThresholdCriterion	threshold_criterion
float[]	threshold_for_criteria
float[]	thresholds

Fields inherited from class water.api.Schema

_version_pattern, schema_name, schema_type, schema_version

Constructor Summary

Constructors

Constructor and Description
AUCBase()

Method Summary

Methods

Modifier and Type	Method and Description
AUCBase	fillFromImpl(AUCData i) Version and Schema-specific filling from the implementation object.

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, fillImpl, getImplClass, getImplClass, markdown, markdown, register

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, 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

Field Detail

thresholds

@API(help="Thresholds (optional, e.g. 0:1:0.01 or 0.0,0.2,0.4,0.6,0.8,1.0).",
     direction=OUTPUT)
public float[] thresholds

threshold_criterion

@API(help="Threshold criterion",
     direction=OUTPUT)
public AUC.ThresholdCriterion threshold_criterion

actual_domain

@API(help="domain of the actual response",
     direction=OUTPUT)
public java.lang.String[] actual_domain

AUC

@API(help="AUC (ROC)",
     direction=OUTPUT)
public double AUC

Gini

@API(help="Gini",
     direction=OUTPUT)
public double Gini

confusion_matrices

@API(help="Confusion Matrices for all thresholds",
     direction=OUTPUT)
public long[][][] confusion_matrices

F1

@API(help="F1 for all thresholds",
     direction=OUTPUT)
public float[] F1

F2

@API(help="F2 for all thresholds",
     direction=OUTPUT)
public float[] F2

F0point5

@API(help="F0point5 for all thresholds",
     direction=OUTPUT)
public float[] F0point5

accuracy

@API(help="Accuracy for all thresholds",
     direction=OUTPUT)
public float[] accuracy

errorr

@API(help="Error for all thresholds",
     direction=OUTPUT)
public float[] errorr

precision

@API(help="Precision for all thresholds",
     direction=OUTPUT)
public float[] precision

recall

@API(help="Recall for all thresholds",
     direction=OUTPUT)
public float[] recall

specificity

@API(help="Specificity for all thresholds",
     direction=OUTPUT)
public float[] specificity

mcc

@API(help="MCC for all thresholds",
     direction=OUTPUT)
public float[] mcc

max_per_class_error

@API(help="Max per class error for all thresholds",
     direction=OUTPUT)
public float[] max_per_class_error

threshold_criteria

@API(help="Threshold criteria",
     direction=OUTPUT)
public java.lang.String[] threshold_criteria

threshold_for_criteria

@API(help="Optimal thresholds for criteria",
     direction=OUTPUT)
public float[] threshold_for_criteria

F1_for_criteria

@API(help="F1 for threshold criteria",
     direction=OUTPUT)
public float[] F1_for_criteria

F2_for_criteria

@API(help="F2 for threshold criteria",
     direction=OUTPUT)
public float[] F2_for_criteria

F0point5_for_criteria

@API(help="F0point5 for threshold criteria",
     direction=OUTPUT)
public float[] F0point5_for_criteria

accuracy_for_criteria

@API(help="Accuracy for threshold criteria",
     direction=OUTPUT)
public float[] accuracy_for_criteria

error_for_criteria

@API(help="Error for threshold criteria",
     direction=OUTPUT)
public float[] error_for_criteria

precision_for_criteria

@API(help="Precision for threshold criteria",
     direction=OUTPUT)
public float[] precision_for_criteria

recall_for_criteria

@API(help="Recall for threshold criteria",
     direction=OUTPUT)
public float[] recall_for_criteria

specificity_for_criteria

@API(help="Specificity for threshold criteria",
     direction=OUTPUT)
public float[] specificity_for_criteria

mcc_for_criteria

@API(help="MCC for threshold criteria",
     direction=OUTPUT)
public float[] mcc_for_criteria

max_per_class_error_for_criteria

@API(help="Maximum per class Error for threshold criteria",
     direction=OUTPUT)
public float[] max_per_class_error_for_criteria

confusion_matrix_for_criteria

@API(help="Confusion Matrices for threshold criteria",
     direction=OUTPUT)
public long[][][] confusion_matrix_for_criteria

Constructor Detail

AUCBase

public AUCBase()

Method Detail

fillFromImpl

public AUCBase fillFromImpl(AUCData i)

Description copied from class: Schema

Version and Schema-specific filling from the implementation object.

Overrides:

fillFromImpl in class Schema<AUCData,AUCBase>