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<?php |
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/* |
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* Licensed under the Apache License, Version 2.0 (the "License"); you may not |
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* use this file except in compliance with the License. You may obtain a copy of |
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* the License at |
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* |
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* http://www.apache.org/licenses/LICENSE-2.0 |
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT |
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the |
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* License for the specific language governing permissions and limitations under |
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* the License. |
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*/ |
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|
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|
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/** |
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* The "trainedmodels" collection of methods. |
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* Typical usage is: |
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* <code> |
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* $predictionService = new Google_PredictionService(...); |
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* $trainedmodels = $predictionService->trainedmodels; |
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* </code> |
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*/ |
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class Google_TrainedmodelsServiceResource extends Google_ServiceResource { |
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|
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|
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/** |
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* Submit model id and request a prediction (trainedmodels.predict) |
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* |
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* @param string $id The unique name for the predictive model. |
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* @param Google_Input $postBody |
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* @param array $optParams Optional parameters. |
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* @return Google_Output |
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*/ |
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public function predict($id, Google_Input $postBody, $optParams = array()) { |
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$params = array('id' => $id, 'postBody' => $postBody); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('predict', array($params)); |
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if ($this->useObjects()) { |
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return new Google_Output($data); |
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} else { |
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return $data; |
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} |
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} |
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/** |
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* Begin training your model. (trainedmodels.insert) |
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* |
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* @param Google_Training $postBody |
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* @param array $optParams Optional parameters. |
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* @return Google_Training |
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*/ |
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public function insert(Google_Training $postBody, $optParams = array()) { |
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$params = array('postBody' => $postBody); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('insert', array($params)); |
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if ($this->useObjects()) { |
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return new Google_Training($data); |
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} else { |
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return $data; |
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} |
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} |
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/** |
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* Check training status of your model. (trainedmodels.get) |
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* |
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* @param string $id The unique name for the predictive model. |
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* @param array $optParams Optional parameters. |
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* @return Google_Training |
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*/ |
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public function get($id, $optParams = array()) { |
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$params = array('id' => $id); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('get', array($params)); |
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if ($this->useObjects()) { |
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return new Google_Training($data); |
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} else { |
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return $data; |
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} |
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} |
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/** |
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* Add new data to a trained model. (trainedmodels.update) |
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* |
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* @param string $id The unique name for the predictive model. |
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* @param Google_Update $postBody |
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* @param array $optParams Optional parameters. |
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* @return Google_Training |
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*/ |
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public function update($id, Google_Update $postBody, $optParams = array()) { |
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$params = array('id' => $id, 'postBody' => $postBody); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('update', array($params)); |
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if ($this->useObjects()) { |
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return new Google_Training($data); |
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} else { |
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return $data; |
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} |
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} |
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/** |
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* Delete a trained model. (trainedmodels.delete) |
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* |
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* @param string $id The unique name for the predictive model. |
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* @param array $optParams Optional parameters. |
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*/ |
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public function delete($id, $optParams = array()) { |
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$params = array('id' => $id); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('delete', array($params)); |
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return $data; |
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} |
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} |
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|
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/** |
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* The "hostedmodels" collection of methods. |
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* Typical usage is: |
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* <code> |
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* $predictionService = new Google_PredictionService(...); |
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* $hostedmodels = $predictionService->hostedmodels; |
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* </code> |
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*/ |
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class Google_HostedmodelsServiceResource extends Google_ServiceResource { |
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|
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|
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/** |
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* Submit input and request an output against a hosted model. (hostedmodels.predict) |
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* |
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* @param string $hostedModelName The name of a hosted model. |
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* @param Google_Input $postBody |
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* @param array $optParams Optional parameters. |
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* @return Google_Output |
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*/ |
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public function predict($hostedModelName, Google_Input $postBody, $optParams = array()) { |
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$params = array('hostedModelName' => $hostedModelName, 'postBody' => $postBody); |
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$params = array_merge($params, $optParams); |
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$data = $this->__call('predict', array($params)); |
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if ($this->useObjects()) { |
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return new Google_Output($data); |
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} else { |
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return $data; |
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} |
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} |
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} |
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|
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/** |
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* Service definition for Google_Prediction (v1.4). |
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* |
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* <p> |
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* Lets you access a cloud hosted machine learning service that makes it easy to build smart apps |
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* </p> |
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* |
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* <p> |
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* For more information about this service, see the |
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* <a href="http://code.google.com/apis/predict/docs/developer-guide.html" target="_blank">API Documentation</a> |
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* </p> |
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* |
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* @author Google, Inc. |
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*/ |
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class Google_PredictionService extends Google_Service { |
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public $trainedmodels; |
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public $hostedmodels; |
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/** |
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* Constructs the internal representation of the Prediction service. |
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* |
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* @param Google_Client $client |
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*/ |
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public function __construct(Google_Client $client) { |
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$this->servicePath = 'prediction/v1.4/'; |
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$this->version = 'v1.4'; |
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$this->serviceName = 'prediction'; |
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|
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$client->addService($this->serviceName, $this->version); |
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$this->trainedmodels = new Google_TrainedmodelsServiceResource($this, $this->serviceName, 'trainedmodels', json_decode('{"methods": {"predict": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "httpMethod": "POST", "path": "trainedmodels/{id}/predict", "id": "prediction.trainedmodels.predict"}, "insert": {"scopes": ["https://www.googleapis.com/auth/devstorage.read_only", "https://www.googleapis.com/auth/prediction"], "request": {"$ref": "Training"}, "response": {"$ref": "Training"}, "httpMethod": "POST", "path": "trainedmodels", "id": "prediction.trainedmodels.insert"}, "get": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "id": "prediction.trainedmodels.get", "httpMethod": "GET", "path": "trainedmodels/{id}", "response": {"$ref": "Training"}}, "update": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Update"}, "response": {"$ref": "Training"}, "httpMethod": "PUT", "path": "trainedmodels/{id}", "id": "prediction.trainedmodels.update"}, "delete": {"scopes": ["https://www.googleapis.com/auth/prediction"], "path": "trainedmodels/{id}", "id": "prediction.trainedmodels.delete", "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "httpMethod": "DELETE"}}}', true)); |
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$this->hostedmodels = new Google_HostedmodelsServiceResource($this, $this->serviceName, 'hostedmodels', json_decode('{"methods": {"predict": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"hostedModelName": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "httpMethod": "POST", "path": "hostedmodels/{hostedModelName}/predict", "id": "prediction.hostedmodels.predict"}}}', true)); |
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|
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} |
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} |
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|
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class Google_Input extends Google_Model { |
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protected $__inputType = 'Google_InputInput'; |
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protected $__inputDataType = ''; |
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public $input; |
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public function setInput(Google_InputInput $input) { |
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$this->input = $input; |
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} |
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public function getInput() { |
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return $this->input; |
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} |
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} |
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|
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class Google_InputInput extends Google_Model { |
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public $csvInstance; |
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public function setCsvInstance(/* array(Google_object) */ $csvInstance) { |
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$this->assertIsArray($csvInstance, 'Google_object', __METHOD__); |
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$this->csvInstance = $csvInstance; |
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} |
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public function getCsvInstance() { |
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return $this->csvInstance; |
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} |
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} |
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|
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class Google_Output extends Google_Model { |
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public $kind; |
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public $outputLabel; |
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public $id; |
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protected $__outputMultiType = 'Google_OutputOutputMulti'; |
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protected $__outputMultiDataType = 'array'; |
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public $outputMulti; |
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public $outputValue; |
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public $selfLink; |
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public function setKind($kind) { |
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$this->kind = $kind; |
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} |
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public function getKind() { |
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return $this->kind; |
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} |
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public function setOutputLabel($outputLabel) { |
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$this->outputLabel = $outputLabel; |
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} |
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public function getOutputLabel() { |
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return $this->outputLabel; |
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} |
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public function setId($id) { |
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$this->id = $id; |
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} |
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public function getId() { |
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return $this->id; |
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} |
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public function setOutputMulti(/* array(Google_OutputOutputMulti) */ $outputMulti) { |
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$this->assertIsArray($outputMulti, 'Google_OutputOutputMulti', __METHOD__); |
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$this->outputMulti = $outputMulti; |
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} |
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public function getOutputMulti() { |
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return $this->outputMulti; |
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} |
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public function setOutputValue($outputValue) { |
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$this->outputValue = $outputValue; |
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} |
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public function getOutputValue() { |
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return $this->outputValue; |
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} |
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public function setSelfLink($selfLink) { |
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$this->selfLink = $selfLink; |
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} |
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public function getSelfLink() { |
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return $this->selfLink; |
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} |
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} |
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|
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class Google_OutputOutputMulti extends Google_Model { |
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public $score; |
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public $label; |
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public function setScore($score) { |
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$this->score = $score; |
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} |
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public function getScore() { |
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return $this->score; |
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} |
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public function setLabel($label) { |
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$this->label = $label; |
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} |
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public function getLabel() { |
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return $this->label; |
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} |
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} |
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|
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class Google_Training extends Google_Model { |
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public $kind; |
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public $storageDataLocation; |
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public $storagePMMLModelLocation; |
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protected $__dataAnalysisType = 'Google_TrainingDataAnalysis'; |
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protected $__dataAnalysisDataType = ''; |
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public $dataAnalysis; |
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public $trainingStatus; |
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protected $__modelInfoType = 'Google_TrainingModelInfo'; |
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protected $__modelInfoDataType = ''; |
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public $modelInfo; |
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public $storagePMMLLocation; |
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public $id; |
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public $selfLink; |
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public $utility; |
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public function setKind($kind) { |
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$this->kind = $kind; |
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} |
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public function getKind() { |
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return $this->kind; |
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} |
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public function setStorageDataLocation($storageDataLocation) { |
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$this->storageDataLocation = $storageDataLocation; |
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} |
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public function getStorageDataLocation() { |
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return $this->storageDataLocation; |
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} |
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public function setStoragePMMLModelLocation($storagePMMLModelLocation) { |
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$this->storagePMMLModelLocation = $storagePMMLModelLocation; |
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} |
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public function getStoragePMMLModelLocation() { |
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return $this->storagePMMLModelLocation; |
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} |
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public function setDataAnalysis(Google_TrainingDataAnalysis $dataAnalysis) { |
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$this->dataAnalysis = $dataAnalysis; |
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} |
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public function getDataAnalysis() { |
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return $this->dataAnalysis; |
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} |
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public function setTrainingStatus($trainingStatus) { |
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$this->trainingStatus = $trainingStatus; |
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} |
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public function getTrainingStatus() { |
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return $this->trainingStatus; |
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} |
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public function setModelInfo(Google_TrainingModelInfo $modelInfo) { |
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$this->modelInfo = $modelInfo; |
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} |
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public function getModelInfo() { |
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return $this->modelInfo; |
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} |
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public function setStoragePMMLLocation($storagePMMLLocation) { |
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$this->storagePMMLLocation = $storagePMMLLocation; |
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} |
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public function getStoragePMMLLocation() { |
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return $this->storagePMMLLocation; |
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} |
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public function setId($id) { |
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$this->id = $id; |
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} |
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public function getId() { |
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return $this->id; |
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} |
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public function setSelfLink($selfLink) { |
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$this->selfLink = $selfLink; |
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} |
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public function getSelfLink() { |
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return $this->selfLink; |
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} |
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public function setUtility(/* array(Google_double) */ $utility) { |
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$this->assertIsArray($utility, 'Google_double', __METHOD__); |
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$this->utility = $utility; |
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} |
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public function getUtility() { |
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return $this->utility; |
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} |
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} |
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|
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class Google_TrainingDataAnalysis extends Google_Model { |
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public $warnings; |
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public function setWarnings(/* array(Google_string) */ $warnings) { |
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$this->assertIsArray($warnings, 'Google_string', __METHOD__); |
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$this->warnings = $warnings; |
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} |
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public function getWarnings() { |
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return $this->warnings; |
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} |
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} |
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|
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class Google_TrainingModelInfo extends Google_Model { |
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public $confusionMatrixRowTotals; |
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public $numberLabels; |
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public $confusionMatrix; |
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public $meanSquaredError; |
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public $modelType; |
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public $numberInstances; |
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public $classWeightedAccuracy; |
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public $classificationAccuracy; |
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public function setConfusionMatrixRowTotals($confusionMatrixRowTotals) { |
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$this->confusionMatrixRowTotals = $confusionMatrixRowTotals; |
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} |
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public function getConfusionMatrixRowTotals() { |
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return $this->confusionMatrixRowTotals; |
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} |
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public function setNumberLabels($numberLabels) { |
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$this->numberLabels = $numberLabels; |
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} |
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public function getNumberLabels() { |
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return $this->numberLabels; |
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} |
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public function setConfusionMatrix($confusionMatrix) { |
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$this->confusionMatrix = $confusionMatrix; |
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} |
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public function getConfusionMatrix() { |
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return $this->confusionMatrix; |
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} |
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public function setMeanSquaredError($meanSquaredError) { |
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$this->meanSquaredError = $meanSquaredError; |
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} |
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public function getMeanSquaredError() { |
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return $this->meanSquaredError; |
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} |
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public function setModelType($modelType) { |
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$this->modelType = $modelType; |
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} |
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public function getModelType() { |
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return $this->modelType; |
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} |
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public function setNumberInstances($numberInstances) { |
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$this->numberInstances = $numberInstances; |
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} |
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public function getNumberInstances() { |
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return $this->numberInstances; |
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} |
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public function setClassWeightedAccuracy($classWeightedAccuracy) { |
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$this->classWeightedAccuracy = $classWeightedAccuracy; |
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} |
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public function getClassWeightedAccuracy() { |
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return $this->classWeightedAccuracy; |
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} |
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public function setClassificationAccuracy($classificationAccuracy) { |
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$this->classificationAccuracy = $classificationAccuracy; |
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} |
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public function getClassificationAccuracy() { |
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return $this->classificationAccuracy; |
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} |
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} |
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|
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class Google_Update extends Google_Model { |
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public $csvInstance; |
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public $label; |
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public function setCsvInstance(/* array(Google_object) */ $csvInstance) { |
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$this->assertIsArray($csvInstance, 'Google_object', __METHOD__); |
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$this->csvInstance = $csvInstance; |
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} |
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public function getCsvInstance() { |
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return $this->csvInstance; |
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} |
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public function setLabel($label) { |
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$this->label = $label; |
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} |
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public function getLabel() { |
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return $this->label; |
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} |
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} |
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|
