Class SmartReplyMetrics.TopNMetrics (4.11.0) 

public static final class SmartReplyMetrics.TopNMetrics extends GeneratedMessageV3 implements SmartReplyMetrics.TopNMetricsOrBuilder

Evaluation metrics when retrieving n smart replies with the model.

Protobuf type google.cloud.dialogflow.v2.SmartReplyMetrics.TopNMetrics

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > SmartReplyMetrics.TopNMetrics

Static Fields

N_FIELD_NUMBER

public static final int N_FIELD_NUMBER
Field Value
Type Description
int

RECALL_FIELD_NUMBER

public static final int RECALL_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static SmartReplyMetrics.TopNMetrics getDefaultInstance()
Returns
Type Description
SmartReplyMetrics.TopNMetrics

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static SmartReplyMetrics.TopNMetrics.Builder newBuilder()
Returns
Type Description
SmartReplyMetrics.TopNMetrics.Builder

newBuilder(SmartReplyMetrics.TopNMetrics prototype)

public static SmartReplyMetrics.TopNMetrics.Builder newBuilder(SmartReplyMetrics.TopNMetrics prototype)
Parameter
Name Description
prototype SmartReplyMetrics.TopNMetrics
Returns
Type Description
SmartReplyMetrics.TopNMetrics.Builder

parseDelimitedFrom(InputStream input)

public static SmartReplyMetrics.TopNMetrics parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static SmartReplyMetrics.TopNMetrics parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static SmartReplyMetrics.TopNMetrics parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static SmartReplyMetrics.TopNMetrics parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static SmartReplyMetrics.TopNMetrics parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static SmartReplyMetrics.TopNMetrics parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static SmartReplyMetrics.TopNMetrics parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
SmartReplyMetrics.TopNMetrics
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<SmartReplyMetrics.TopNMetrics> parser()
Returns
Type Description
Parser<TopNMetrics>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getDefaultInstanceForType()

public SmartReplyMetrics.TopNMetrics getDefaultInstanceForType()
Returns
Type Description
SmartReplyMetrics.TopNMetrics

getN()

public int getN()

Number of retrieved smart replies. For example, when n is 3, this evaluation contains metrics for when Dialogflow retrieves 3 smart replies with the model.

int32 n = 1;

Returns
Type Description
int

The n.

getParserForType()

public Parser<SmartReplyMetrics.TopNMetrics> getParserForType()
Returns
Type Description
Parser<TopNMetrics>
Overrides

getRecall()

public float getRecall()

Defined as number of queries whose top n smart replies have at least one similar (token match similarity above the defined threshold) reply as the real reply divided by number of queries with at least one smart reply. Value ranges from 0.0 to 1.0 inclusive.

float recall = 2;

Returns
Type Description
float

The recall.

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
Type Description
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public SmartReplyMetrics.TopNMetrics.Builder newBuilderForType()
Returns
Type Description
SmartReplyMetrics.TopNMetrics.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected SmartReplyMetrics.TopNMetrics.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
SmartReplyMetrics.TopNMetrics.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public SmartReplyMetrics.TopNMetrics.Builder toBuilder()
Returns
Type Description
SmartReplyMetrics.TopNMetrics.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides Exceptions
Type Description
IOException