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+<?php
+/*
+ * Copyright 2010 Google Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+
+/**
+ * Service definition for Prediction (v1.6).
+ *
+ * <p>
+ * Lets you access a cloud hosted machine learning service that makes it easy to
+ * build smart apps</p>
+ *
+ * <p>
+ * For more information about this service, see the API
+ * <a href="https://developers.google.com/prediction/docs/developer-guide" target="_blank">Documentation</a>
+ * </p>
+ *
+ * @author Google, Inc.
+ */
+class Postman_Google_Service_Prediction extends Postman_Google_Service
+{
+ /** Manage your data and permissions in Google Cloud Storage. */
+ const DEVSTORAGE_FULL_CONTROL =
+ "https://www.googleapis.com/auth/devstorage.full_control";
+ /** View your data in Google Cloud Storage. */
+ const DEVSTORAGE_READ_ONLY =
+ "https://www.googleapis.com/auth/devstorage.read_only";
+ /** Manage your data in Google Cloud Storage. */
+ const DEVSTORAGE_READ_WRITE =
+ "https://www.googleapis.com/auth/devstorage.read_write";
+ /** Manage your data in the Google Prediction API. */
+ const PREDICTION =
+ "https://www.googleapis.com/auth/prediction";
+
+ public $hostedmodels;
+ public $trainedmodels;
+
+
+ /**
+ * Constructs the internal representation of the Prediction service.
+ *
+ * @param Postman_Google_Client $client
+ */
+ public function __construct(Postman_Google_Client $client)
+ {
+ parent::__construct($client);
+ $this->servicePath = 'prediction/v1.6/projects/';
+ $this->version = 'v1.6';
+ $this->serviceName = 'prediction';
+
+ $this->hostedmodels = new Postman_Google_Service_Prediction_Hostedmodels_Resource(
+ $this,
+ $this->serviceName,
+ 'hostedmodels',
+ array(
+ 'methods' => array(
+ 'predict' => array(
+ 'path' => '{project}/hostedmodels/{hostedModelName}/predict',
+ 'httpMethod' => 'POST',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'hostedModelName' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),
+ )
+ )
+ );
+ $this->trainedmodels = new Postman_Google_Service_Prediction_Trainedmodels_Resource(
+ $this,
+ $this->serviceName,
+ 'trainedmodels',
+ array(
+ 'methods' => array(
+ 'analyze' => array(
+ 'path' => '{project}/trainedmodels/{id}/analyze',
+ 'httpMethod' => 'GET',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'id' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),'delete' => array(
+ 'path' => '{project}/trainedmodels/{id}',
+ 'httpMethod' => 'DELETE',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'id' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),'get' => array(
+ 'path' => '{project}/trainedmodels/{id}',
+ 'httpMethod' => 'GET',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'id' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),'insert' => array(
+ 'path' => '{project}/trainedmodels',
+ 'httpMethod' => 'POST',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),'list' => array(
+ 'path' => '{project}/trainedmodels/list',
+ 'httpMethod' => 'GET',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'pageToken' => array(
+ 'location' => 'query',
+ 'type' => 'string',
+ ),
+ 'maxResults' => array(
+ 'location' => 'query',
+ 'type' => 'integer',
+ ),
+ ),
+ ),'predict' => array(
+ 'path' => '{project}/trainedmodels/{id}/predict',
+ 'httpMethod' => 'POST',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'id' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),'update' => array(
+ 'path' => '{project}/trainedmodels/{id}',
+ 'httpMethod' => 'PUT',
+ 'parameters' => array(
+ 'project' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ 'id' => array(
+ 'location' => 'path',
+ 'type' => 'string',
+ 'required' => true,
+ ),
+ ),
+ ),
+ )
+ )
+ );
+ }
+}
+
+
+/**
+ * The "hostedmodels" collection of methods.
+ * Typical usage is:
+ * <code>
+ * $predictionService = new Postman_Google_Service_Prediction(...);
+ * $hostedmodels = $predictionService->hostedmodels;
+ * </code>
+ */
+class Postman_Google_Service_Prediction_Hostedmodels_Resource extends Postman_Google_Service_Resource
+{
+
+ /**
+ * Submit input and request an output against a hosted model.
+ * (hostedmodels.predict)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $hostedModelName The name of a hosted model.
+ * @param Postman_Google_Input $postBody
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Output
+ */
+ public function predict($project, $hostedModelName, Postman_Google_Service_Prediction_Input $postBody, $optParams = array())
+ {
+ $params = array('project' => $project, 'hostedModelName' => $hostedModelName, 'postBody' => $postBody);
+ $params = array_merge($params, $optParams);
+ return $this->call('predict', array($params), "Postman_Google_Service_Prediction_Output");
+ }
+}
+
+/**
+ * The "trainedmodels" collection of methods.
+ * Typical usage is:
+ * <code>
+ * $predictionService = new Postman_Google_Service_Prediction(...);
+ * $trainedmodels = $predictionService->trainedmodels;
+ * </code>
+ */
+class Postman_Google_Service_Prediction_Trainedmodels_Resource extends Postman_Google_Service_Resource
+{
+
+ /**
+ * Get analysis of the model and the data the model was trained on.
+ * (trainedmodels.analyze)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $id The unique name for the predictive model.
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Analyze
+ */
+ public function analyze($project, $id, $optParams = array())
+ {
+ $params = array('project' => $project, 'id' => $id);
+ $params = array_merge($params, $optParams);
+ return $this->call('analyze', array($params), "Postman_Google_Service_Prediction_Analyze");
+ }
+
+ /**
+ * Delete a trained model. (trainedmodels.delete)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $id The unique name for the predictive model.
+ * @param array $optParams Optional parameters.
+ */
+ public function delete($project, $id, $optParams = array())
+ {
+ $params = array('project' => $project, 'id' => $id);
+ $params = array_merge($params, $optParams);
+ return $this->call('delete', array($params));
+ }
+
+ /**
+ * Check training status of your model. (trainedmodels.get)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $id The unique name for the predictive model.
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Insert2
+ */
+ public function get($project, $id, $optParams = array())
+ {
+ $params = array('project' => $project, 'id' => $id);
+ $params = array_merge($params, $optParams);
+ return $this->call('get', array($params), "Postman_Google_Service_Prediction_Insert2");
+ }
+
+ /**
+ * Train a Prediction API model. (trainedmodels.insert)
+ *
+ * @param string $project The project associated with the model.
+ * @param Postman_Google_Insert $postBody
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Insert2
+ */
+ public function insert($project, Postman_Google_Service_Prediction_Insert $postBody, $optParams = array())
+ {
+ $params = array('project' => $project, 'postBody' => $postBody);
+ $params = array_merge($params, $optParams);
+ return $this->call('insert', array($params), "Postman_Google_Service_Prediction_Insert2");
+ }
+
+ /**
+ * List available models. (trainedmodels.listTrainedmodels)
+ *
+ * @param string $project The project associated with the model.
+ * @param array $optParams Optional parameters.
+ *
+ * @opt_param string pageToken Pagination token.
+ * @opt_param string maxResults Maximum number of results to return.
+ * @return Postman_Google_Service_Prediction_PredictionList
+ */
+ public function listTrainedmodels($project, $optParams = array())
+ {
+ $params = array('project' => $project);
+ $params = array_merge($params, $optParams);
+ return $this->call('list', array($params), "Postman_Google_Service_Prediction_PredictionList");
+ }
+
+ /**
+ * Submit model id and request a prediction. (trainedmodels.predict)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $id The unique name for the predictive model.
+ * @param Postman_Google_Input $postBody
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Output
+ */
+ public function predict($project, $id, Postman_Google_Service_Prediction_Input $postBody, $optParams = array())
+ {
+ $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody);
+ $params = array_merge($params, $optParams);
+ return $this->call('predict', array($params), "Postman_Google_Service_Prediction_Output");
+ }
+
+ /**
+ * Add new data to a trained model. (trainedmodels.update)
+ *
+ * @param string $project The project associated with the model.
+ * @param string $id The unique name for the predictive model.
+ * @param Postman_Google_Update $postBody
+ * @param array $optParams Optional parameters.
+ * @return Postman_Google_Service_Prediction_Insert2
+ */
+ public function update($project, $id, Postman_Google_Service_Prediction_Update $postBody, $optParams = array())
+ {
+ $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody);
+ $params = array_merge($params, $optParams);
+ return $this->call('update', array($params), "Postman_Google_Service_Prediction_Insert2");
+ }
+}
+
+
+
+
+class Postman_Google_Service_Prediction_Analyze extends Postman_Google_Collection
+{
+ protected $collection_key = 'errors';
+ protected $internal_gapi_mappings = array(
+ );
+ protected $dataDescriptionType = 'Postman_Google_Service_Prediction_AnalyzeDataDescription';
+ protected $dataDescriptionDataType = '';
+ public $errors;
+ public $id;
+ public $kind;
+ protected $modelDescriptionType = 'Postman_Google_Service_Prediction_AnalyzeModelDescription';
+ protected $modelDescriptionDataType = '';
+ public $selfLink;
+
+
+ public function setDataDescription(Postman_Google_Service_Prediction_AnalyzeDataDescription $dataDescription)
+ {
+ $this->dataDescription = $dataDescription;
+ }
+ public function getDataDescription()
+ {
+ return $this->dataDescription;
+ }
+ public function setErrors($errors)
+ {
+ $this->errors = $errors;
+ }
+ public function getErrors()
+ {
+ return $this->errors;
+ }
+ public function setId($id)
+ {
+ $this->id = $id;
+ }
+ public function getId()
+ {
+ return $this->id;
+ }
+ public function setKind($kind)
+ {
+ $this->kind = $kind;
+ }
+ public function getKind()
+ {
+ return $this->kind;
+ }
+ public function setModelDescription(Postman_Google_Service_Prediction_AnalyzeModelDescription $modelDescription)
+ {
+ $this->modelDescription = $modelDescription;
+ }
+ public function getModelDescription()
+ {
+ return $this->modelDescription;
+ }
+ public function setSelfLink($selfLink)
+ {
+ $this->selfLink = $selfLink;
+ }
+ public function getSelfLink()
+ {
+ return $this->selfLink;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescription extends Postman_Google_Collection
+{
+ protected $collection_key = 'features';
+ protected $internal_gapi_mappings = array(
+ );
+ protected $featuresType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeatures';
+ protected $featuresDataType = 'array';
+ protected $outputFeatureType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature';
+ protected $outputFeatureDataType = '';
+
+
+ public function setFeatures($features)
+ {
+ $this->features = $features;
+ }
+ public function getFeatures()
+ {
+ return $this->features;
+ }
+ public function setOutputFeature(Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature $outputFeature)
+ {
+ $this->outputFeature = $outputFeature;
+ }
+ public function getOutputFeature()
+ {
+ return $this->outputFeature;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeatures extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ protected $categoricalType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical';
+ protected $categoricalDataType = '';
+ public $index;
+ protected $numericType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric';
+ protected $numericDataType = '';
+ protected $textType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText';
+ protected $textDataType = '';
+
+
+ public function setCategorical(Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical $categorical)
+ {
+ $this->categorical = $categorical;
+ }
+ public function getCategorical()
+ {
+ return $this->categorical;
+ }
+ public function setIndex($index)
+ {
+ $this->index = $index;
+ }
+ public function getIndex()
+ {
+ return $this->index;
+ }
+ public function setNumeric(Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric $numeric)
+ {
+ $this->numeric = $numeric;
+ }
+ public function getNumeric()
+ {
+ return $this->numeric;
+ }
+ public function setText(Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText $text)
+ {
+ $this->text = $text;
+ }
+ public function getText()
+ {
+ return $this->text;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical extends Postman_Google_Collection
+{
+ protected $collection_key = 'values';
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+ protected $valuesType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues';
+ protected $valuesDataType = 'array';
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+ public function setValues($values)
+ {
+ $this->values = $values;
+ }
+ public function getValues()
+ {
+ return $this->values;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+ public $value;
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+ public function setValue($value)
+ {
+ $this->value = $value;
+ }
+ public function getValue()
+ {
+ return $this->value;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+ public $mean;
+ public $variance;
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+ public function setMean($mean)
+ {
+ $this->mean = $mean;
+ }
+ public function getMean()
+ {
+ return $this->mean;
+ }
+ public function setVariance($variance)
+ {
+ $this->variance = $variance;
+ }
+ public function getVariance()
+ {
+ return $this->variance;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature extends Postman_Google_Collection
+{
+ protected $collection_key = 'text';
+ protected $internal_gapi_mappings = array(
+ );
+ protected $numericType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric';
+ protected $numericDataType = '';
+ protected $textType = 'Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText';
+ protected $textDataType = 'array';
+
+
+ public function setNumeric(Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric $numeric)
+ {
+ $this->numeric = $numeric;
+ }
+ public function getNumeric()
+ {
+ return $this->numeric;
+ }
+ public function setText($text)
+ {
+ $this->text = $text;
+ }
+ public function getText()
+ {
+ return $this->text;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+ public $mean;
+ public $variance;
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+ public function setMean($mean)
+ {
+ $this->mean = $mean;
+ }
+ public function getMean()
+ {
+ return $this->mean;
+ }
+ public function setVariance($variance)
+ {
+ $this->variance = $variance;
+ }
+ public function getVariance()
+ {
+ return $this->variance;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $count;
+ public $value;
+
+
+ public function setCount($count)
+ {
+ $this->count = $count;
+ }
+ public function getCount()
+ {
+ return $this->count;
+ }
+ public function setValue($value)
+ {
+ $this->value = $value;
+ }
+ public function getValue()
+ {
+ return $this->value;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeErrors extends Postman_Google_Model
+{
+}
+
+class Postman_Google_Service_Prediction_AnalyzeModelDescription extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $confusionMatrix;
+ public $confusionMatrixRowTotals;
+ protected $modelinfoType = 'Postman_Google_Service_Prediction_Insert2';
+ protected $modelinfoDataType = '';
+
+
+ public function setConfusionMatrix($confusionMatrix)
+ {
+ $this->confusionMatrix = $confusionMatrix;
+ }
+ public function getConfusionMatrix()
+ {
+ return $this->confusionMatrix;
+ }
+ public function setConfusionMatrixRowTotals($confusionMatrixRowTotals)
+ {
+ $this->confusionMatrixRowTotals = $confusionMatrixRowTotals;
+ }
+ public function getConfusionMatrixRowTotals()
+ {
+ return $this->confusionMatrixRowTotals;
+ }
+ public function setModelinfo(Postman_Google_Service_Prediction_Insert2 $modelinfo)
+ {
+ $this->modelinfo = $modelinfo;
+ }
+ public function getModelinfo()
+ {
+ return $this->modelinfo;
+ }
+}
+
+class Postman_Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrix extends Postman_Google_Model
+{
+}
+
+class Postman_Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixElement extends Postman_Google_Model
+{
+}
+
+class Postman_Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixRowTotals extends Postman_Google_Model
+{
+}
+
+class Postman_Google_Service_Prediction_Input extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ protected $inputType = 'Postman_Google_Service_Prediction_InputInput';
+ protected $inputDataType = '';
+
+
+ public function setInput(Postman_Google_Service_Prediction_InputInput $input)
+ {
+ $this->input = $input;
+ }
+ public function getInput()
+ {
+ return $this->input;
+ }
+}
+
+class Postman_Google_Service_Prediction_InputInput extends Postman_Google_Collection
+{
+ protected $collection_key = 'csvInstance';
+ protected $internal_gapi_mappings = array(
+ );
+ public $csvInstance;
+
+
+ public function setCsvInstance($csvInstance)
+ {
+ $this->csvInstance = $csvInstance;
+ }
+ public function getCsvInstance()
+ {
+ return $this->csvInstance;
+ }
+}
+
+class Postman_Google_Service_Prediction_Insert extends Postman_Google_Collection
+{
+ protected $collection_key = 'utility';
+ protected $internal_gapi_mappings = array(
+ );
+ public $id;
+ public $modelType;
+ public $sourceModel;
+ public $storageDataLocation;
+ public $storagePMMLLocation;
+ public $storagePMMLModelLocation;
+ protected $trainingInstancesType = 'Postman_Google_Service_Prediction_InsertTrainingInstances';
+ protected $trainingInstancesDataType = 'array';
+ public $utility;
+
+
+ public function setId($id)
+ {
+ $this->id = $id;
+ }
+ public function getId()
+ {
+ return $this->id;
+ }
+ public function setModelType($modelType)
+ {
+ $this->modelType = $modelType;
+ }
+ public function getModelType()
+ {
+ return $this->modelType;
+ }
+ public function setSourceModel($sourceModel)
+ {
+ $this->sourceModel = $sourceModel;
+ }
+ public function getSourceModel()
+ {
+ return $this->sourceModel;
+ }
+ public function setStorageDataLocation($storageDataLocation)
+ {
+ $this->storageDataLocation = $storageDataLocation;
+ }
+ public function getStorageDataLocation()
+ {
+ return $this->storageDataLocation;
+ }
+ public function setStoragePMMLLocation($storagePMMLLocation)
+ {
+ $this->storagePMMLLocation = $storagePMMLLocation;
+ }
+ public function getStoragePMMLLocation()
+ {
+ return $this->storagePMMLLocation;
+ }
+ public function setStoragePMMLModelLocation($storagePMMLModelLocation)
+ {
+ $this->storagePMMLModelLocation = $storagePMMLModelLocation;
+ }
+ public function getStoragePMMLModelLocation()
+ {
+ return $this->storagePMMLModelLocation;
+ }
+ public function setTrainingInstances($trainingInstances)
+ {
+ $this->trainingInstances = $trainingInstances;
+ }
+ public function getTrainingInstances()
+ {
+ return $this->trainingInstances;
+ }
+ public function setUtility($utility)
+ {
+ $this->utility = $utility;
+ }
+ public function getUtility()
+ {
+ return $this->utility;
+ }
+}
+
+class Postman_Google_Service_Prediction_Insert2 extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $created;
+ public $id;
+ public $kind;
+ protected $modelInfoType = 'Postman_Google_Service_Prediction_Insert2ModelInfo';
+ protected $modelInfoDataType = '';
+ public $modelType;
+ public $selfLink;
+ public $storageDataLocation;
+ public $storagePMMLLocation;
+ public $storagePMMLModelLocation;
+ public $trainingComplete;
+ public $trainingStatus;
+
+
+ public function setCreated($created)
+ {
+ $this->created = $created;
+ }
+ public function getCreated()
+ {
+ return $this->created;
+ }
+ public function setId($id)
+ {
+ $this->id = $id;
+ }
+ public function getId()
+ {
+ return $this->id;
+ }
+ public function setKind($kind)
+ {
+ $this->kind = $kind;
+ }
+ public function getKind()
+ {
+ return $this->kind;
+ }
+ public function setModelInfo(Postman_Google_Service_Prediction_Insert2ModelInfo $modelInfo)
+ {
+ $this->modelInfo = $modelInfo;
+ }
+ public function getModelInfo()
+ {
+ return $this->modelInfo;
+ }
+ public function setModelType($modelType)
+ {
+ $this->modelType = $modelType;
+ }
+ public function getModelType()
+ {
+ return $this->modelType;
+ }
+ public function setSelfLink($selfLink)
+ {
+ $this->selfLink = $selfLink;
+ }
+ public function getSelfLink()
+ {
+ return $this->selfLink;
+ }
+ public function setStorageDataLocation($storageDataLocation)
+ {
+ $this->storageDataLocation = $storageDataLocation;
+ }
+ public function getStorageDataLocation()
+ {
+ return $this->storageDataLocation;
+ }
+ public function setStoragePMMLLocation($storagePMMLLocation)
+ {
+ $this->storagePMMLLocation = $storagePMMLLocation;
+ }
+ public function getStoragePMMLLocation()
+ {
+ return $this->storagePMMLLocation;
+ }
+ public function setStoragePMMLModelLocation($storagePMMLModelLocation)
+ {
+ $this->storagePMMLModelLocation = $storagePMMLModelLocation;
+ }
+ public function getStoragePMMLModelLocation()
+ {
+ return $this->storagePMMLModelLocation;
+ }
+ public function setTrainingComplete($trainingComplete)
+ {
+ $this->trainingComplete = $trainingComplete;
+ }
+ public function getTrainingComplete()
+ {
+ return $this->trainingComplete;
+ }
+ public function setTrainingStatus($trainingStatus)
+ {
+ $this->trainingStatus = $trainingStatus;
+ }
+ public function getTrainingStatus()
+ {
+ return $this->trainingStatus;
+ }
+}
+
+class Postman_Google_Service_Prediction_Insert2ModelInfo extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $classWeightedAccuracy;
+ public $classificationAccuracy;
+ public $meanSquaredError;
+ public $modelType;
+ public $numberInstances;
+ public $numberLabels;
+
+
+ public function setClassWeightedAccuracy($classWeightedAccuracy)
+ {
+ $this->classWeightedAccuracy = $classWeightedAccuracy;
+ }
+ public function getClassWeightedAccuracy()
+ {
+ return $this->classWeightedAccuracy;
+ }
+ public function setClassificationAccuracy($classificationAccuracy)
+ {
+ $this->classificationAccuracy = $classificationAccuracy;
+ }
+ public function getClassificationAccuracy()
+ {
+ return $this->classificationAccuracy;
+ }
+ public function setMeanSquaredError($meanSquaredError)
+ {
+ $this->meanSquaredError = $meanSquaredError;
+ }
+ public function getMeanSquaredError()
+ {
+ return $this->meanSquaredError;
+ }
+ public function setModelType($modelType)
+ {
+ $this->modelType = $modelType;
+ }
+ public function getModelType()
+ {
+ return $this->modelType;
+ }
+ public function setNumberInstances($numberInstances)
+ {
+ $this->numberInstances = $numberInstances;
+ }
+ public function getNumberInstances()
+ {
+ return $this->numberInstances;
+ }
+ public function setNumberLabels($numberLabels)
+ {
+ $this->numberLabels = $numberLabels;
+ }
+ public function getNumberLabels()
+ {
+ return $this->numberLabels;
+ }
+}
+
+class Postman_Google_Service_Prediction_InsertTrainingInstances extends Postman_Google_Collection
+{
+ protected $collection_key = 'csvInstance';
+ protected $internal_gapi_mappings = array(
+ );
+ public $csvInstance;
+ public $output;
+
+
+ public function setCsvInstance($csvInstance)
+ {
+ $this->csvInstance = $csvInstance;
+ }
+ public function getCsvInstance()
+ {
+ return $this->csvInstance;
+ }
+ public function setOutput($output)
+ {
+ $this->output = $output;
+ }
+ public function getOutput()
+ {
+ return $this->output;
+ }
+}
+
+class Postman_Google_Service_Prediction_InsertUtility extends Postman_Google_Model
+{
+}
+
+class Postman_Google_Service_Prediction_Output extends Postman_Google_Collection
+{
+ protected $collection_key = 'outputMulti';
+ protected $internal_gapi_mappings = array(
+ );
+ public $id;
+ public $kind;
+ public $outputLabel;
+ protected $outputMultiType = 'Postman_Google_Service_Prediction_OutputOutputMulti';
+ protected $outputMultiDataType = 'array';
+ public $outputValue;
+ public $selfLink;
+
+
+ public function setId($id)
+ {
+ $this->id = $id;
+ }
+ public function getId()
+ {
+ return $this->id;
+ }
+ public function setKind($kind)
+ {
+ $this->kind = $kind;
+ }
+ public function getKind()
+ {
+ return $this->kind;
+ }
+ public function setOutputLabel($outputLabel)
+ {
+ $this->outputLabel = $outputLabel;
+ }
+ public function getOutputLabel()
+ {
+ return $this->outputLabel;
+ }
+ public function setOutputMulti($outputMulti)
+ {
+ $this->outputMulti = $outputMulti;
+ }
+ public function getOutputMulti()
+ {
+ return $this->outputMulti;
+ }
+ public function setOutputValue($outputValue)
+ {
+ $this->outputValue = $outputValue;
+ }
+ public function getOutputValue()
+ {
+ return $this->outputValue;
+ }
+ public function setSelfLink($selfLink)
+ {
+ $this->selfLink = $selfLink;
+ }
+ public function getSelfLink()
+ {
+ return $this->selfLink;
+ }
+}
+
+class Postman_Google_Service_Prediction_OutputOutputMulti extends Postman_Google_Model
+{
+ protected $internal_gapi_mappings = array(
+ );
+ public $label;
+ public $score;
+
+
+ public function setLabel($label)
+ {
+ $this->label = $label;
+ }
+ public function getLabel()
+ {
+ return $this->label;
+ }
+ public function setScore($score)
+ {
+ $this->score = $score;
+ }
+ public function getScore()
+ {
+ return $this->score;
+ }
+}
+
+class Postman_Google_Service_Prediction_PredictionList extends Postman_Google_Collection
+{
+ protected $collection_key = 'items';
+ protected $internal_gapi_mappings = array(
+ );
+ protected $itemsType = 'Postman_Google_Service_Prediction_Insert2';
+ protected $itemsDataType = 'array';
+ public $kind;
+ public $nextPageToken;
+ public $selfLink;
+
+
+ public function setItems($items)
+ {
+ $this->items = $items;
+ }
+ public function getItems()
+ {
+ return $this->items;
+ }
+ public function setKind($kind)
+ {
+ $this->kind = $kind;
+ }
+ public function getKind()
+ {
+ return $this->kind;
+ }
+ public function setNextPageToken($nextPageToken)
+ {
+ $this->nextPageToken = $nextPageToken;
+ }
+ public function getNextPageToken()
+ {
+ return $this->nextPageToken;
+ }
+ public function setSelfLink($selfLink)
+ {
+ $this->selfLink = $selfLink;
+ }
+ public function getSelfLink()
+ {
+ return $this->selfLink;
+ }
+}
+
+class Postman_Google_Service_Prediction_Update extends Postman_Google_Collection
+{
+ protected $collection_key = 'csvInstance';
+ protected $internal_gapi_mappings = array(
+ );
+ public $csvInstance;
+ public $output;
+
+
+ public function setCsvInstance($csvInstance)
+ {
+ $this->csvInstance = $csvInstance;
+ }
+ public function getCsvInstance()
+ {
+ return $this->csvInstance;
+ }
+ public function setOutput($output)
+ {
+ $this->output = $output;
+ }
+ public function getOutput()
+ {
+ return $this->output;
+ }
+}