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public static final class RegressionProto.RegressionEvaluationMetrics extends GeneratedMessageV3 implements RegressionProto.RegressionEvaluationMetricsOrBuilderMetrics for regression problems.
Protobuf type google.cloud.automl.v1beta1.RegressionEvaluationMetrics
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > RegressionProto.RegressionEvaluationMetricsStatic Fields
MEAN_ABSOLUTE_ERROR_FIELD_NUMBER
public static final int MEAN_ABSOLUTE_ERROR_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
MEAN_ABSOLUTE_PERCENTAGE_ERROR_FIELD_NUMBER
public static final int MEAN_ABSOLUTE_PERCENTAGE_ERROR_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
ROOT_MEAN_SQUARED_ERROR_FIELD_NUMBER
public static final int ROOT_MEAN_SQUARED_ERROR_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
ROOT_MEAN_SQUARED_LOG_ERROR_FIELD_NUMBER
public static final int ROOT_MEAN_SQUARED_LOG_ERROR_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
R_SQUARED_FIELD_NUMBER
public static final int R_SQUARED_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
Static Methods
getDefaultInstance()
public static RegressionProto.RegressionEvaluationMetrics getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor | |
newBuilder()
public static RegressionProto.RegressionEvaluationMetrics.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics.Builder | |
newBuilder(RegressionProto.RegressionEvaluationMetrics prototype)
public static RegressionProto.RegressionEvaluationMetrics.Builder newBuilder(RegressionProto.RegressionEvaluationMetrics prototype)| Parameter | |
|---|---|
| Name | Description |
prototype | RegressionProto.RegressionEvaluationMetrics |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics.Builder | |
parseDelimitedFrom(InputStream input)
public static RegressionProto.RegressionEvaluationMetrics parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input | InputStream |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(byte[] data)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data | byte[] |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteString data)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data | ByteString |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(CodedInputStream input)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input | CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(InputStream input)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input | InputStream |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(ByteBuffer data)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data | ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static RegressionProto.RegressionEvaluationMetrics parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parser()
public static Parser<RegressionProto.RegressionEvaluationMetrics> parser()| Returns | |
|---|---|
| Type | Description |
Parser<RegressionEvaluationMetrics> | |
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj | Object |
| Returns | |
|---|---|
| Type | Description |
boolean | |
getDefaultInstanceForType()
public RegressionProto.RegressionEvaluationMetrics getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics | |
getMeanAbsoluteError()
public float getMeanAbsoluteError()Output only. Mean Absolute Error (MAE).
float mean_absolute_error = 2;
| Returns | |
|---|---|
| Type | Description |
float | 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;
| Returns | |
|---|---|
| Type | Description |
float | The meanAbsolutePercentageError. |
getParserForType()
public Parser<RegressionProto.RegressionEvaluationMetrics> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<RegressionEvaluationMetrics> | |
getRSquared()
public float getRSquared()Output only. R squared.
float r_squared = 4;
| Returns | |
|---|---|
| Type | Description |
float | The rSquared. |
getRootMeanSquaredError()
public float getRootMeanSquaredError()Output only. Root Mean Squared Error (RMSE).
float root_mean_squared_error = 1;
| Returns | |
|---|---|
| Type | Description |
float | The rootMeanSquaredError. |
getRootMeanSquaredLogError()
public float getRootMeanSquaredLogError()Output only. Root mean squared log error.
float root_mean_squared_log_error = 5;
| Returns | |
|---|---|
| Type | Description |
float | The rootMeanSquaredLogError. |
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int | |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int | |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable | |
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean | |
newBuilderForType()
public RegressionProto.RegressionEvaluationMetrics.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics.Builder | |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected RegressionProto.RegressionEvaluationMetrics.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent | BuilderParent |
| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics.Builder | |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused | UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object | |
toBuilder()
public RegressionProto.RegressionEvaluationMetrics.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
RegressionProto.RegressionEvaluationMetrics.Builder | |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output | CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |