- 0.173.0 (latest)
- 0.172.0
- 0.171.0
- 0.169.0
- 0.168.0
- 0.167.0
- 0.166.0
- 0.165.0
- 0.164.0
- 0.163.0
- 0.162.0
- 0.161.0
- 0.160.0
- 0.159.0
- 0.157.0
- 0.156.0
- 0.155.0
- 0.154.0
- 0.153.0
- 0.152.0
- 0.151.0
- 0.150.0
- 0.149.0
- 0.148.0
- 0.147.0
- 0.144.0
- 0.143.0
- 0.142.0
- 0.141.0
- 0.140.0
- 0.139.0
- 0.138.0
- 0.137.0
- 0.136.0
- 0.135.0
- 0.134.0
- 0.133.0
- 0.132.0
- 0.131.0
- 0.129.0
- 0.128.0
- 0.127.0
- 0.126.0
- 0.125.0
- 0.124.0
- 0.123.7
- 0.122.11
public static final class PrCurve.ConfidenceMetricsEntry extends GeneratedMessageV3 implements PrCurve.ConfidenceMetricsEntryOrBuilderProtobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > PrCurve.ConfidenceMetricsEntryImplements
PrCurve.ConfidenceMetricsEntryOrBuilderStatic Fields
CONFIDENCE_THRESHOLD_FIELD_NUMBER
public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
F1_SCORE_AT1_FIELD_NUMBER
public static final int F1_SCORE_AT1_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
F1_SCORE_AT5_FIELD_NUMBER
public static final int F1_SCORE_AT5_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
F1_SCORE_FIELD_NUMBER
public static final int F1_SCORE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
PRECISION_AT1_FIELD_NUMBER
public static final int PRECISION_AT1_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
PRECISION_AT5_FIELD_NUMBER
public static final int PRECISION_AT5_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
PRECISION_FIELD_NUMBER
public static final int PRECISION_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
RECALL_AT1_FIELD_NUMBER
public static final int RECALL_AT1_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int | |
RECALL_AT5_FIELD_NUMBER
public static final int RECALL_AT5_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 PrCurve.ConfidenceMetricsEntry getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor | |
newBuilder()
public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry.Builder | |
newBuilder(PrCurve.ConfidenceMetricsEntry prototype)
public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder(PrCurve.ConfidenceMetricsEntry prototype)| Parameter | |
|---|---|
| Name | Description |
prototype | PrCurve.ConfidenceMetricsEntry |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry.Builder | |
parseDelimitedFrom(InputStream input)
public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input | InputStream |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(byte[] data)
public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data | byte[] |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteString data)
public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data | ByteString |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(CodedInputStream input)
public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input | CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(InputStream input)
public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input | InputStream |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
parseFrom(ByteBuffer data)
public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data | ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException | |
parser()
public static Parser<PrCurve.ConfidenceMetricsEntry> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ConfidenceMetricsEntry> | |
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj | Object |
| Returns | |
|---|---|
| Type | Description |
boolean | |
getConfidenceThreshold()
public float getConfidenceThreshold()Threshold used for this entry.
For classification tasks, this is a classification threshold: a predicted label is categorized as positive or negative (in the context of this point on the PR curve) based on whether the label's score meets this threshold.
For image object detection (bounding box) tasks, this is the intersection-over-union
(IOU) threshold for the context of this point on the PR curve.
float confidence_threshold = 1;
| Returns | |
|---|---|
| Type | Description |
float | The confidenceThreshold. |
getDefaultInstanceForType()
public PrCurve.ConfidenceMetricsEntry getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry | |
getF1Score()
public float getF1Score()Harmonic mean of recall and precision.
float f1_score = 4;
| Returns | |
|---|---|
| Type | Description |
float | The f1Score. |
getF1ScoreAt1()
public float getF1ScoreAt1()The harmonic mean of recall_at1 and precision_at1.
float f1_score_at1 = 7;
| Returns | |
|---|---|
| Type | Description |
float | The f1ScoreAt1. |
getF1ScoreAt5()
public float getF1ScoreAt5()The harmonic mean of recall_at5 and precision_at5.
float f1_score_at5 = 10;
| Returns | |
|---|---|
| Type | Description |
float | The f1ScoreAt5. |
getParserForType()
public Parser<PrCurve.ConfidenceMetricsEntry> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ConfidenceMetricsEntry> | |
getPrecision()
public float getPrecision()Precision value.
float precision = 3;
| Returns | |
|---|---|
| Type | Description |
float | The precision. |
getPrecisionAt1()
public float getPrecisionAt1()Precision value for entries with label that has highest score.
float precision_at1 = 6;
| Returns | |
|---|---|
| Type | Description |
float | The precisionAt1. |
getPrecisionAt5()
public float getPrecisionAt5()Precision value for entries with label that has highest 5 scores.
float precision_at5 = 9;
| Returns | |
|---|---|
| Type | Description |
float | The precisionAt5. |
getRecall()
public float getRecall()Recall value.
float recall = 2;
| Returns | |
|---|---|
| Type | Description |
float | The recall. |
getRecallAt1()
public float getRecallAt1()Recall value for entries with label that has highest score.
float recall_at1 = 5;
| Returns | |
|---|---|
| Type | Description |
float | The recallAt1. |
getRecallAt5()
public float getRecallAt5()Recall value for entries with label that has highest 5 scores.
float recall_at5 = 8;
| Returns | |
|---|---|
| Type | Description |
float | The recallAt5. |
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 PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry.Builder | |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent | BuilderParent |
| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry.Builder | |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused | UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object | |
toBuilder()
public PrCurve.ConfidenceMetricsEntry.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
PrCurve.ConfidenceMetricsEntry.Builder | |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output | CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |