Prediction API v1.4 (revision 32)

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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.Trainedmodels.Get

C

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

Deprecated. (scheduled to be removed in 1.13)

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.Trainedmodels

Delete a trained model.

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.Trainedmodels.Get

G

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

Check training status of your model.

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.

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 The value returned may be null.

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 The value returned may be null.

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

Data Analysis.

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.

getId() - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Delete

The unique name for the predictive model.

getId() - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Get

The unique name for the predictive model.

getId() - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Predict

The unique name for the predictive model.

getId() - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Update

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 The value returned may be null.

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.

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

The class label of this instance The value returned may be null.

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) The value returned may be null.

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

Number of valid data instances used in the trained model.

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

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

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

OAuth 2.0 token for the current user.

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

The generic output value - could be regression value or class label The value returned may be null.

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

The most likely class label [Categorical models only].

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

A list of class labels 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 label.

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.

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

Google storage location of the training data file.

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

Google storage location of the preprocessing pmml file.

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

Google storage location of the pmml model file.

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 class labels to be specified [Categorical models only].

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

The value returned may be null.

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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.Trainedmodels

Begin training your model.

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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

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

Submit input and request an output against a hosted model.

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

Submit model id and request a prediction Create a request for the method "trainedmodels.predict".

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

Service definition for Prediction (v1.4).

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.

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

The "trainedmodels" collection of methods.

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

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

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

Delete a trained model.

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

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

Check training status of your model.

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

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

Begin training your model.

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

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

Submit model id and request a prediction Create a request for the method "trainedmodels.predict".

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

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

Add new data to a trained model.

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

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

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

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

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

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

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

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 The value set may be null.

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 The value set may be null.

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

Data Analysis.

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.Trainedmodels.Delete

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

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

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

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

setId(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Delete

The unique name for the predictive model.

setId(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Get

The unique name for the predictive model.

setId(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Predict

The unique name for the predictive model.

setId(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.Update

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 The value set may be null.

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

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

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

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

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

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

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

The class label of this instance The value set may be null.

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) The value set may be null.

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

Number of valid data instances used in the trained model.

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

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

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

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

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

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

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

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

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

OAuth 2.0 token for the current user.

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

The generic output value - could be regression value or class label The value set may be null.

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

The most likely class label [Categorical models only].

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

A list of class labels 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.Trainedmodels.Delete

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

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

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

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

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

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

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

setQuotaUser(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.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 label.

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

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

Google storage location of the training data file.

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

Google storage location of the preprocessing pmml file.

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

Google storage location of the pmml model file.

setSuppressPatternChecks(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.Trainedmodels.Delete

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

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

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

setUserIp(String) - Method in class com.google.api.services.prediction.Prediction.Trainedmodels.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 class labels to be specified [Categorical models only].

setWarnings(List<String>) - Method in class com.google.api.services.prediction.model.Training.DataAnalysis

The value set may be null.

T

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

An accessor for creating requests from the Trainedmodels collection.

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

Data Analysis.

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

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.Trainedmodels

Add new data to a trained model.

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