Package com.google.cloud.automl.v1beta1

Class RegressionProto.RegressionEvaluationMetrics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.automl.v1beta1.RegressionProto.RegressionEvaluationMetrics

All Implemented Interfaces:

RegressionProto.RegressionEvaluationMetricsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

RegressionProto

public static final class RegressionProto.RegressionEvaluationMetrics
extends com.google.protobuf.GeneratedMessageV3
implements RegressionProto.RegressionEvaluationMetricsOrBuilder

 Metrics for regression problems.
 

Protobuf type google.cloud.automl.v1beta1.RegressionEvaluationMetrics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	RegressionProto.RegressionEvaluationMetrics.Builder	Metrics for regression problems.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static int	MEAN_ABSOLUTE_ERROR_FIELD_NUMBER
static int	MEAN_ABSOLUTE_PERCENTAGE_ERROR_FIELD_NUMBER
static int	R_SQUARED_FIELD_NUMBER
static int	ROOT_MEAN_SQUARED_ERROR_FIELD_NUMBER
static int	ROOT_MEAN_SQUARED_LOG_ERROR_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
static RegressionProto.RegressionEvaluationMetrics	getDefaultInstance()
RegressionProto.RegressionEvaluationMetrics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
float	getMeanAbsoluteError()	Output only.
float	getMeanAbsolutePercentageError()	Output only.
com.google.protobuf.Parser<RegressionProto.RegressionEvaluationMetrics>	getParserForType()
float	getRootMeanSquaredError()	Output only.
float	getRootMeanSquaredLogError()	Output only.
float	getRSquared()	Output only.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static RegressionProto.RegressionEvaluationMetrics.Builder	newBuilder()
static RegressionProto.RegressionEvaluationMetrics.Builder	newBuilder(RegressionProto.RegressionEvaluationMetrics prototype)
RegressionProto.RegressionEvaluationMetrics.Builder	newBuilderForType()
protected RegressionProto.RegressionEvaluationMetrics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static RegressionProto.RegressionEvaluationMetrics	parseDelimitedFrom(InputStream input)
static RegressionProto.RegressionEvaluationMetrics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(byte[] data)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(InputStream input)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(ByteBuffer data)
static RegressionProto.RegressionEvaluationMetrics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<RegressionProto.RegressionEvaluationMetrics>	parser()
RegressionProto.RegressionEvaluationMetrics.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Detail

ROOT_MEAN_SQUARED_ERROR_FIELD_NUMBER

public static final int ROOT_MEAN_SQUARED_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

MEAN_ABSOLUTE_ERROR_FIELD_NUMBER

public static final int MEAN_ABSOLUTE_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

MEAN_ABSOLUTE_PERCENTAGE_ERROR_FIELD_NUMBER

public static final int MEAN_ABSOLUTE_PERCENTAGE_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

R_SQUARED_FIELD_NUMBER

public static final int R_SQUARED_FIELD_NUMBER

See Also:

Constant Field Values

ROOT_MEAN_SQUARED_LOG_ERROR_FIELD_NUMBER

public static final int ROOT_MEAN_SQUARED_LOG_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getRootMeanSquaredError

public float getRootMeanSquaredError()

 Output only. Root Mean Squared Error (RMSE).
 

float root_mean_squared_error = 1;

Specified by:

getRootMeanSquaredError in interface RegressionProto.RegressionEvaluationMetricsOrBuilder

Returns:

The rootMeanSquaredError.

getMeanAbsoluteError

public float getMeanAbsoluteError()

 Output only. Mean Absolute Error (MAE).
 

float mean_absolute_error = 2;

Specified by:

getMeanAbsoluteError in interface RegressionProto.RegressionEvaluationMetricsOrBuilder

Returns:

The meanAbsoluteError.

getMeanAbsolutePercentageError

public float getMeanAbsolutePercentageError()

 Output only. Mean absolute percentage error. Only set if all ground truth
 values are are positive.
 

float mean_absolute_percentage_error = 3;

Specified by:

getMeanAbsolutePercentageError in interface RegressionProto.RegressionEvaluationMetricsOrBuilder

Returns:

The meanAbsolutePercentageError.

getRSquared

public float getRSquared()

 Output only. R squared.
 

float r_squared = 4;

Specified by:

getRSquared in interface RegressionProto.RegressionEvaluationMetricsOrBuilder

Returns:

The rSquared.

getRootMeanSquaredLogError

public float getRootMeanSquaredLogError()

 Output only. Root mean squared log error.
 

float root_mean_squared_log_error = 5;

Specified by:

getRootMeanSquaredLogError in interface RegressionProto.RegressionEvaluationMetricsOrBuilder

Returns:

The rootMeanSquaredLogError.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteBuffer data)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteBuffer data,
                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(com.google.protobuf.ByteString data)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(com.google.protobuf.ByteString data,
                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(byte[] data)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(byte[] data,
                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(InputStream input)
                                                             throws IOException

Throws:

IOException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(InputStream input,
                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                             throws IOException

Throws:

IOException

parseDelimitedFrom

public static RegressionProto.RegressionEvaluationMetrics parseDelimitedFrom(InputStream input)
                                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

public static RegressionProto.RegressionEvaluationMetrics parseDelimitedFrom(InputStream input,
                                                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws IOException

Throws:

IOException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(com.google.protobuf.CodedInputStream input)
                                                             throws IOException

Throws:

IOException

parseFrom

public static RegressionProto.RegressionEvaluationMetrics parseFrom(com.google.protobuf.CodedInputStream input,
                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                             throws IOException

Throws:

IOException

newBuilderForType

public RegressionProto.RegressionEvaluationMetrics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static RegressionProto.RegressionEvaluationMetrics.Builder newBuilder()

newBuilder

public static RegressionProto.RegressionEvaluationMetrics.Builder newBuilder(RegressionProto.RegressionEvaluationMetrics prototype)

toBuilder

public RegressionProto.RegressionEvaluationMetrics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected RegressionProto.RegressionEvaluationMetrics.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static RegressionProto.RegressionEvaluationMetrics getDefaultInstance()

parser

public static com.google.protobuf.Parser<RegressionProto.RegressionEvaluationMetrics> parser()

getParserForType

public com.google.protobuf.Parser<RegressionProto.RegressionEvaluationMetrics> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public RegressionProto.RegressionEvaluationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder