Package com.oracle.bmc.aianomalydetection.model

Class ModelTrainingResults

java.lang.Object

com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

com.oracle.bmc.aianomalydetection.model.ModelTrainingResults

@Generated(value="OracleSDKGenerator",
           comments="API Version: 20210101")
public final class ModelTrainingResults
extends com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

Specifies the details for an Anomaly Detection model trained with MSET.
Note: Objects should always be created or deserialized using the ModelTrainingResults.Builder. This model distinguishes fields that are null because they are unset from fields that are explicitly set to null. This is done in the setter methods of the ModelTrainingResults.Builder, which maintain a set of all explicitly set fields called ModelTrainingResults.Builder.__explicitlySet__. The hashCode() and equals(Object) methods are implemented to take the explicitly set fields into account. The constructor, on the other hand, does not take the explicitly set fields into account (since the constructor cannot distinguish explicit null from unset null).

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ModelTrainingResults.Algorithm	Actual algorithm used to train the model
static class	ModelTrainingResults.Builder

Field Summary

Fields inherited from class com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

EXPLICITLY_SET_FILTER_NAME, EXPLICITLY_SET_PROPERTY_NAME

Constructor Summary

Constructors

Constructor	Description
ModelTrainingResults(Float fap, Float multivariateFap, ModelTrainingResults.Algorithm algorithm, Integer windowSize, Boolean isTrainingGoalAchieved, String warning, List<PerSignalDetails> signalDetails, RowReductionDetails rowReductionDetails)	Deprecated.

Method Summary

Modifier and Type	Method	Description
static ModelTrainingResults.Builder	builder()	Create a new builder.
boolean	equals(Object o)
ModelTrainingResults.Algorithm	getAlgorithm()	Actual algorithm used to train the model
Float	getFap()	The final-achieved model accuracy metric on individual value level
Boolean	getIsTrainingGoalAchieved()	A boolean value to indicate if train goal/targetFap is achieved for trained model
Float	getMultivariateFap()	The model accuracy metric on timestamp level.
RowReductionDetails	getRowReductionDetails()
List<PerSignalDetails>	getSignalDetails()	The list of signal details.
String	getWarning()	A warning message to explain the reason when targetFap cannot be achieved for trained model
Integer	getWindowSize()	Window size defined during training or deduced by the algorithm.
int	hashCode()
ModelTrainingResults.Builder	toBuilder()
String	toString()
String	toString(boolean includeByteArrayContents)	Return a string representation of the object.

Methods inherited from class com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

markPropertyAsExplicitlySet, wasPropertyExplicitlySet

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ModelTrainingResults

@Deprecated
@ConstructorProperties({"fap","multivariateFap","algorithm","windowSize","isTrainingGoalAchieved","warning","signalDetails","rowReductionDetails"})
public ModelTrainingResults(Float fap,
                            Float multivariateFap,
                            ModelTrainingResults.Algorithm algorithm,
                            Integer windowSize,
                            Boolean isTrainingGoalAchieved,
                            String warning,
                            List<PerSignalDetails> signalDetails,
                            RowReductionDetails rowReductionDetails)

Deprecated.

Method Detail

builder

public static ModelTrainingResults.Builder builder()

Create a new builder.

toBuilder

public ModelTrainingResults.Builder toBuilder()

getFap

public Float getFap()

The final-achieved model accuracy metric on individual value level

Returns:

the value

getMultivariateFap

public Float getMultivariateFap()

The model accuracy metric on timestamp level.

Returns:

the value

getAlgorithm

public ModelTrainingResults.Algorithm getAlgorithm()

Actual algorithm used to train the model

Returns:

the value

getWindowSize

public Integer getWindowSize()

Window size defined during training or deduced by the algorithm.

Returns:

the value

getIsTrainingGoalAchieved

public Boolean getIsTrainingGoalAchieved()

A boolean value to indicate if train goal/targetFap is achieved for trained model

Returns:

the value

getWarning

public String getWarning()

A warning message to explain the reason when targetFap cannot be achieved for trained model

Returns:

the value

getSignalDetails

public List<PerSignalDetails> getSignalDetails()

The list of signal details.

Returns:

the value

getRowReductionDetails

public RowReductionDetails getRowReductionDetails()

toString

public String toString()

Overrides:

toString in class com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

toString

public String toString(boolean includeByteArrayContents)

Return a string representation of the object.

Parameters:

includeByteArrayContents - true to include the full contents of byte arrays

Returns:

string representation

equals

public boolean equals(Object o)

Overrides:

equals in class com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel

hashCode

public int hashCode()

Overrides:

hashCode in class com.oracle.bmc.http.client.internal.ExplicitlySetBmcModel