Represents an ExplanationParameters.
Package
@google-cloud/aiplatformConstructors
(constructor)(properties)
constructor(properties?: google.cloud.aiplatform.v1.IExplanationParameters);Constructs a new ExplanationParameters.
| Parameter | |
|---|---|
| Name | Description |
properties |
IExplanationParameters
Properties to set |
Properties
examples
public examples?: (google.cloud.aiplatform.v1.IExamples|null);ExplanationParameters examples.
integratedGradientsAttribution
public integratedGradientsAttribution?: (google.cloud.aiplatform.v1.IIntegratedGradientsAttribution|null);ExplanationParameters integratedGradientsAttribution.
method
public method?: ("sampledShapleyAttribution"|"integratedGradientsAttribution"|"xraiAttribution"|"examples");ExplanationParameters method.
outputIndices
public outputIndices?: (google.protobuf.IListValue|null);ExplanationParameters outputIndices.
sampledShapleyAttribution
public sampledShapleyAttribution?: (google.cloud.aiplatform.v1.ISampledShapleyAttribution|null);ExplanationParameters sampledShapleyAttribution.
topK
public topK: number;ExplanationParameters topK.
xraiAttribution
public xraiAttribution?: (google.cloud.aiplatform.v1.IXraiAttribution|null);ExplanationParameters xraiAttribution.
Methods
create(properties)
public static create(properties?: google.cloud.aiplatform.v1.IExplanationParameters): google.cloud.aiplatform.v1.ExplanationParameters;Creates a new ExplanationParameters instance using the specified properties.
| Parameter | |
|---|---|
| Name | Description |
properties |
IExplanationParameters
Properties to set |
| Returns | |
|---|---|
| Type | Description |
ExplanationParameters | ExplanationParameters instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.ExplanationParameters;Decodes an ExplanationParameters message from the specified reader or buffer.
| Parameters | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
| Returns | |
|---|---|
| Type | Description |
ExplanationParameters | ExplanationParameters |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.ExplanationParameters;Decodes an ExplanationParameters message from the specified reader or buffer, length delimited.
| Parameter | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
| Returns | |
|---|---|
| Type | Description |
ExplanationParameters | ExplanationParameters |
encode(message, writer)
public static encode(message: google.cloud.aiplatform.v1.IExplanationParameters, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified ExplanationParameters message. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IExplanationParameters
ExplanationParameters message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
| Returns | |
|---|---|
| Type | Description |
$protobuf.Writer | Writer |
encodeDelimited(message, writer)
public static encodeDelimited(message: google.cloud.aiplatform.v1.IExplanationParameters, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified ExplanationParameters message, length delimited. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IExplanationParameters
ExplanationParameters message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
| Returns | |
|---|---|
| Type | Description |
$protobuf.Writer | Writer |
fromObject(object)
public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1.ExplanationParameters;Creates an ExplanationParameters message from a plain object. Also converts values to their respective internal types.
| Parameter | |
|---|---|
| Name | Description |
object |
{ [k: string]: any }
Plain object |
| Returns | |
|---|---|
| Type | Description |
ExplanationParameters | ExplanationParameters |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;Gets the default type url for ExplanationParameters
| Parameter | |
|---|---|
| Name | Description |
typeUrlPrefix |
string
your custom typeUrlPrefix(default "type.googleapis.com") |
| Returns | |
|---|---|
| Type | Description |
string | The default type url |
toJSON()
public toJSON(): { [k: string]: any };Converts this ExplanationParameters to JSON.
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } | JSON object |
toObject(message, options)
public static toObject(message: google.cloud.aiplatform.v1.ExplanationParameters, options?: $protobuf.IConversionOptions): { [k: string]: any };Creates a plain object from an ExplanationParameters message. Also converts values to other types if specified.
| Parameters | |
|---|---|
| Name | Description |
message |
ExplanationParameters
ExplanationParameters |
options |
$protobuf.IConversionOptions
Conversion options |
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } | Plain object |
verify(message)
public static verify(message: { [k: string]: any }): (string|null);Verifies an ExplanationParameters message.
| Parameter | |
|---|---|
| Name | Description |
message |
{ [k: string]: any }
Plain object to verify |
| Returns | |
|---|---|
| Type | Description |
(string|null) |
|