Prediction API v1.3 (revision 32)

B C D E G H I O P S T U

B

build() - Method in class com.google.api.services.prediction.Prediction.Builder

Builds a new instance of Prediction.

buildHttpRequestUsingHead() - Method in class com.google.api.services.prediction.Prediction.Training.Get

C

clone() - Method in class com.google.api.services.prediction.model.Input

clone() - Method in class com.google.api.services.prediction.model.Input.InputInput

clone() - Method in class com.google.api.services.prediction.model.Output

clone() - Method in class com.google.api.services.prediction.model.Output.OutputMulti

clone() - Method in class com.google.api.services.prediction.model.Training

clone() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

clone() - Method in class com.google.api.services.prediction.model.Update

com.google.api.services.prediction - package com.google.api.services.prediction

com.google.api.services.prediction.model - package com.google.api.services.prediction.model

D

DEFAULT_BASE_URL - Static variable in class com.google.api.services.prediction.Prediction

The default encoded base URL of the service.

DEFAULT_ROOT_URL - Static variable in class com.google.api.services.prediction.Prediction

The default encoded root URL of the service.

DEFAULT_SERVICE_PATH - Static variable in class com.google.api.services.prediction.Prediction

The default encoded service path of the service.

delete(String) - Method in class com.google.api.services.prediction.Prediction.Training

Delete a trained model Create a request for the method "training.delete".

DEVSTORAGE_FULL_CONTROL - Static variable in class com.google.api.services.prediction.PredictionScopes

Manage your data and permissions in Google Cloud Storage.

DEVSTORAGE_READ_ONLY - Static variable in class com.google.api.services.prediction.PredictionScopes

View your data in Google Cloud Storage.

DEVSTORAGE_READ_WRITE - Static variable in class com.google.api.services.prediction.PredictionScopes

Manage your data in Google Cloud Storage.

E

executeUsingHead() - Method in class com.google.api.services.prediction.Prediction.Training.Get

G

get(String) - Method in class com.google.api.services.prediction.Prediction.Training

Check training status of your model Create a request for the method "training.get".

getAbstractGoogleClient() - Method in class com.google.api.services.prediction.PredictionRequest

getAlt() - Method in class com.google.api.services.prediction.PredictionRequest

Data format for the response.

getClassificationAccuracy() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

A number between 0.0 and 1.0, where 1.0 is 100% accurate.

getClassLabel() - Method in class com.google.api.services.prediction.model.Update

The true class label of this instance

getClassWeightedAccuracy() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Estimated accuracy of model taking utility weights into account [Categorical models only].

getConfusionMatrix() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

An output confusion matrix.

getConfusionMatrixRowTotals() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

A list of the confusion matrix row totals

getCsvInstance() - Method in class com.google.api.services.prediction.model.Input.InputInput

A list of input features, these can be strings or doubles.

getCsvInstance() - Method in class com.google.api.services.prediction.model.Update

The input features for this instance

getData() - Method in class com.google.api.services.prediction.Prediction.Training.Delete

mybucket/mydata resource in Google Storage

getData() - Method in class com.google.api.services.prediction.Prediction.Training.Get

mybucket/mydata resource in Google Storage

getData() - Method in class com.google.api.services.prediction.Prediction.Training.Predict

mybucket/mydata resource in Google Storage

getData() - Method in class com.google.api.services.prediction.Prediction.Training.Update

mybucket/mydata resource in Google Storage

getFields() - Method in class com.google.api.services.prediction.PredictionRequest

Selector specifying which fields to include in a partial response.

getHostedModelName() - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

The name of a hosted model

getId() - Method in class com.google.api.services.prediction.model.Output

The unique name for the predictive model.

getId() - Method in class com.google.api.services.prediction.model.Training

The unique name for the predictive model.

getInput() - Method in class com.google.api.services.prediction.model.Input

Input to the model for a prediction

getKey() - Method in class com.google.api.services.prediction.PredictionRequest

API key.

getKind() - Method in class com.google.api.services.prediction.model.Output

What kind of resource this is.

getKind() - Method in class com.google.api.services.prediction.model.Training

What kind of resource this is.

getLabel() - Method in class com.google.api.services.prediction.model.Output.OutputMulti

The class label.

getMeanSquaredError() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

An estimated mean squared error.

getModelInfo() - Method in class com.google.api.services.prediction.model.Training

Model metadata.

getModelType() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Type of predictive model (CLASSIFICATION or REGRESSION)

getNumberClasses() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Number of classes in the trained model [Categorical models only].

getNumberInstances() - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Number of valid data instances used in the trained model.

getOauthToken() - Method in class com.google.api.services.prediction.PredictionRequest

OAuth 2.0 token for the current user.

getOutputLabel() - Method in class com.google.api.services.prediction.model.Output

The most likely class [Categorical models only].

getOutputMulti() - Method in class com.google.api.services.prediction.model.Output

A list of classes with their estimated probabilities [Categorical models only].

getOutputValue() - Method in class com.google.api.services.prediction.model.Output

The estimated regression value [Regression models only].

getPrettyPrint() - Method in class com.google.api.services.prediction.PredictionRequest

Returns response with indentations and line breaks.

getQuotaUser() - Method in class com.google.api.services.prediction.PredictionRequest

Available to use for quota purposes for server-side applications.

getScore() - Method in class com.google.api.services.prediction.model.Output.OutputMulti

The probability of the class.

getSelfLink() - Method in class com.google.api.services.prediction.model.Output

A URL to re-request this resource.

getSelfLink() - Method in class com.google.api.services.prediction.model.Training

A URL to re-request this resource.

getTrainingStatus() - Method in class com.google.api.services.prediction.model.Training

The current status of the training job.

getUserIp() - Method in class com.google.api.services.prediction.PredictionRequest

IP address of the site where the request originates.

getUtility() - Method in class com.google.api.services.prediction.model.Training

A class weighting function, which allows the importance weights for classes to be specified [Categorical models only].

H

hostedmodels() - Method in class com.google.api.services.prediction.Prediction

An accessor for creating requests from the Hostedmodels collection.

I

initialize(AbstractGoogleClientRequest<?>) - Method in class com.google.api.services.prediction.Prediction

initializeJsonRequest(AbstractGoogleJsonClientRequest<?>) - Method in class com.google.api.services.prediction.PredictionRequestInitializer

initializePredictionRequest(PredictionRequest<?>) - Method in class com.google.api.services.prediction.PredictionRequestInitializer

Initializes Prediction request.

Input - Class in com.google.api.services.prediction.model

Model definition for Input.

Input() - Constructor for class com.google.api.services.prediction.model.Input

Input.InputInput - Class in com.google.api.services.prediction.model

Input to the model for a prediction

Input.InputInput() - Constructor for class com.google.api.services.prediction.model.Input.InputInput

insert(Training) - Method in class com.google.api.services.prediction.Prediction.Training

Begin training your model Create a request for the method "training.insert".

O

Output - Class in com.google.api.services.prediction.model

Model definition for Output.

Output() - Constructor for class com.google.api.services.prediction.model.Output

Output.OutputMulti - Class in com.google.api.services.prediction.model

Model definition for OutputOutputMulti.

Output.OutputMulti() - Constructor for class com.google.api.services.prediction.model.Output.OutputMulti

P

predict(String, Input) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels

Submit input and request an output against a hosted model Create a request for the method "hostedmodels.predict".

predict(String, Input) - Method in class com.google.api.services.prediction.Prediction.Training

Submit data and request a prediction Create a request for the method "training.predict".

Prediction - Class in com.google.api.services.prediction

Service definition for Prediction (v1.3).

Prediction(HttpTransport, JsonFactory, HttpRequestInitializer) - Constructor for class com.google.api.services.prediction.Prediction

Constructor.

PREDICTION - Static variable in class com.google.api.services.prediction.PredictionScopes

Manage your data in the Google Prediction API.

Prediction.Builder - Class in com.google.api.services.prediction

Builder for Prediction.

Prediction.Builder(HttpTransport, JsonFactory, HttpRequestInitializer) - Constructor for class com.google.api.services.prediction.Prediction.Builder

Returns an instance of a new builder.

Prediction.Hostedmodels - Class in com.google.api.services.prediction

The "hostedmodels" collection of methods.

Prediction.Hostedmodels() - Constructor for class com.google.api.services.prediction.Prediction.Hostedmodels

Prediction.Hostedmodels.Predict - Class in com.google.api.services.prediction

Prediction.Hostedmodels.Predict(String, Input) - Constructor for class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

Submit input and request an output against a hosted model Create a request for the method "hostedmodels.predict".

Prediction.Training - Class in com.google.api.services.prediction

The "training" collection of methods.

Prediction.Training() - Constructor for class com.google.api.services.prediction.Prediction.Training

Prediction.Training.Delete - Class in com.google.api.services.prediction

Prediction.Training.Delete(String) - Constructor for class com.google.api.services.prediction.Prediction.Training.Delete

Delete a trained model Create a request for the method "training.delete".

Prediction.Training.Get - Class in com.google.api.services.prediction

Prediction.Training.Get(String) - Constructor for class com.google.api.services.prediction.Prediction.Training.Get

Check training status of your model Create a request for the method "training.get".

Prediction.Training.Insert - Class in com.google.api.services.prediction

Prediction.Training.Insert(Training) - Constructor for class com.google.api.services.prediction.Prediction.Training.Insert

Begin training your model Create a request for the method "training.insert".

Prediction.Training.Predict - Class in com.google.api.services.prediction

Prediction.Training.Predict(String, Input) - Constructor for class com.google.api.services.prediction.Prediction.Training.Predict

Submit data and request a prediction Create a request for the method "training.predict".

Prediction.Training.Update - Class in com.google.api.services.prediction

Prediction.Training.Update(String, Update) - Constructor for class com.google.api.services.prediction.Prediction.Training.Update

Add new data to a trained model Create a request for the method "training.update".

PredictionRequest<T> - Class in com.google.api.services.prediction

Prediction request.

PredictionRequest(Prediction, String, String, Object, Class<T>) - Constructor for class com.google.api.services.prediction.PredictionRequest

PredictionRequestInitializer - Class in com.google.api.services.prediction

Prediction request initializer for setting properties like key and userIp.

PredictionRequestInitializer() - Constructor for class com.google.api.services.prediction.PredictionRequestInitializer

PredictionRequestInitializer(String) - Constructor for class com.google.api.services.prediction.PredictionRequestInitializer

PredictionRequestInitializer(String, String) - Constructor for class com.google.api.services.prediction.PredictionRequestInitializer

PredictionScopes - Class in com.google.api.services.prediction

Available OAuth 2.0 scopes for use with the Prediction API.

S

set(String, Object) - Method in class com.google.api.services.prediction.model.Input.InputInput

set(String, Object) - Method in class com.google.api.services.prediction.model.Input

set(String, Object) - Method in class com.google.api.services.prediction.model.Output.OutputMulti

set(String, Object) - Method in class com.google.api.services.prediction.model.Output

set(String, Object) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

set(String, Object) - Method in class com.google.api.services.prediction.model.Training

set(String, Object) - Method in class com.google.api.services.prediction.model.Update

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Training.Get

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

set(String, Object) - Method in class com.google.api.services.prediction.Prediction.Training.Update

set(String, Object) - Method in class com.google.api.services.prediction.PredictionRequest

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setAlt(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setAlt(String) - Method in class com.google.api.services.prediction.PredictionRequest

Data format for the response.

setApplicationName(String) - Method in class com.google.api.services.prediction.Prediction.Builder

setClassificationAccuracy(Double) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

A number between 0.0 and 1.0, where 1.0 is 100% accurate.

setClassLabel(String) - Method in class com.google.api.services.prediction.model.Update

The true class label of this instance

setClassWeightedAccuracy(Double) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Estimated accuracy of model taking utility weights into account [Categorical models only].

setConfusionMatrix(Map<String, Map<String, Double>>) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

An output confusion matrix.

setConfusionMatrixRowTotals(Map<String, Double>) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

A list of the confusion matrix row totals

setCsvInstance(List<Object>) - Method in class com.google.api.services.prediction.model.Input.InputInput

A list of input features, these can be strings or doubles.

setCsvInstance(List<Object>) - Method in class com.google.api.services.prediction.model.Update

The input features for this instance

setData(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

mybucket/mydata resource in Google Storage

setData(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

mybucket/mydata resource in Google Storage

setData(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

mybucket/mydata resource in Google Storage

setData(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

mybucket/mydata resource in Google Storage

setDisableGZipContent(boolean) - Method in class com.google.api.services.prediction.PredictionRequest

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setFields(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setFields(String) - Method in class com.google.api.services.prediction.PredictionRequest

Selector specifying which fields to include in a partial response.

setGoogleClientRequestInitializer(GoogleClientRequestInitializer) - Method in class com.google.api.services.prediction.Prediction.Builder

setHostedModelName(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

The name of a hosted model

setHttpRequestInitializer(HttpRequestInitializer) - Method in class com.google.api.services.prediction.Prediction.Builder

setId(String) - Method in class com.google.api.services.prediction.model.Output

The unique name for the predictive model.

setId(String) - Method in class com.google.api.services.prediction.model.Training

The unique name for the predictive model.

setInput(Input.InputInput) - Method in class com.google.api.services.prediction.model.Input

Input to the model for a prediction

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setKey(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setKey(String) - Method in class com.google.api.services.prediction.PredictionRequest

API key.

setKind(String) - Method in class com.google.api.services.prediction.model.Output

What kind of resource this is.

setKind(String) - Method in class com.google.api.services.prediction.model.Training

What kind of resource this is.

setLabel(String) - Method in class com.google.api.services.prediction.model.Output.OutputMulti

The class label.

setMeanSquaredError(Double) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

An estimated mean squared error.

setModelInfo(Training.ModelInfo) - Method in class com.google.api.services.prediction.model.Training

Model metadata.

setModelType(String) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Type of predictive model (CLASSIFICATION or REGRESSION)

setNumberClasses(Long) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Number of classes in the trained model [Categorical models only].

setNumberInstances(Long) - Method in class com.google.api.services.prediction.model.Training.ModelInfo

Number of valid data instances used in the trained model.

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setOauthToken(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setOauthToken(String) - Method in class com.google.api.services.prediction.PredictionRequest

OAuth 2.0 token for the current user.

setOutputLabel(String) - Method in class com.google.api.services.prediction.model.Output

The most likely class [Categorical models only].

setOutputMulti(List<Output.OutputMulti>) - Method in class com.google.api.services.prediction.model.Output

A list of classes with their estimated probabilities [Categorical models only].

setOutputValue(Double) - Method in class com.google.api.services.prediction.model.Output

The estimated regression value [Regression models only].

setPredictionRequestInitializer(PredictionRequestInitializer) - Method in class com.google.api.services.prediction.Prediction.Builder

Set the PredictionRequestInitializer.

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setPrettyPrint(Boolean) - Method in class com.google.api.services.prediction.PredictionRequest

Returns response with indentations and line breaks.

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setQuotaUser(String) - Method in class com.google.api.services.prediction.PredictionRequest

Available to use for quota purposes for server-side applications.

setRequestHeaders(HttpHeaders) - Method in class com.google.api.services.prediction.PredictionRequest

setRootUrl(String) - Method in class com.google.api.services.prediction.Prediction.Builder

setScore(Double) - Method in class com.google.api.services.prediction.model.Output.OutputMulti

The probability of the class.

setSelfLink(String) - Method in class com.google.api.services.prediction.model.Output

A URL to re-request this resource.

setSelfLink(String) - Method in class com.google.api.services.prediction.model.Training

A URL to re-request this resource.

setServicePath(String) - Method in class com.google.api.services.prediction.Prediction.Builder

setSuppressAllChecks(boolean) - Method in class com.google.api.services.prediction.Prediction.Builder

setSuppressPatternChecks(boolean) - Method in class com.google.api.services.prediction.Prediction.Builder

setSuppressRequiredParameterChecks(boolean) - Method in class com.google.api.services.prediction.Prediction.Builder

setTrainingStatus(String) - Method in class com.google.api.services.prediction.model.Training

The current status of the training job.

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Hostedmodels.Predict

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Training.Delete

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Training.Get

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Training.Insert

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Training.Predict

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Training.Update

setUserIp(String) - Method in class com.google.api.services.prediction.PredictionRequest

IP address of the site where the request originates.

setUtility(List<Map<String, Double>>) - Method in class com.google.api.services.prediction.model.Training

A class weighting function, which allows the importance weights for classes to be specified [Categorical models only].

T

Training - Class in com.google.api.services.prediction.model

Model definition for Training.

Training() - Constructor for class com.google.api.services.prediction.model.Training

training() - Method in class com.google.api.services.prediction.Prediction

An accessor for creating requests from the Training collection.

Training.ModelInfo - Class in com.google.api.services.prediction.model

Model metadata.

Training.ModelInfo() - Constructor for class com.google.api.services.prediction.model.Training.ModelInfo

U

Update - Class in com.google.api.services.prediction.model

Model definition for Update.

Update() - Constructor for class com.google.api.services.prediction.model.Update

update(String, Update) - Method in class com.google.api.services.prediction.Prediction.Training

Add new data to a trained model Create a request for the method "training.update".

B C D E G H I O P S T U