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432 lines
14 KiB
PHP
432 lines
14 KiB
PHP
<?php
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/*
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* Copyright (c) 2010 Google Inc.
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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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require_once 'service/apiModel.php';
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require_once 'service/apiService.php';
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require_once 'service/apiServiceRequest.php';
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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 apiPredictionService(...);
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* $trainedmodels = $predictionService->trainedmodels;
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* </code>
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*/
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class TrainedmodelsServiceResource extends apiServiceResource {
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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 Input $postBody
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* @return Output
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*/
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public function predict($id, 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 ($this->useObjects()) {
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return new Output($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 Training $postBody
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* @return Training
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*/
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public function insert(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 ($this->useObjects()) {
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return new Training($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 $id The unique name for the predictive model.
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* @return Training
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*/
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public function get($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 ($this->useObjects()) {
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return new Training($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 Update $postBody
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* @return Training
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*/
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public function update($id, 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 ($this->useObjects()) {
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return new Training($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 $id The unique name for the predictive model.
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*/
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public function delete($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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* The "hostedmodels" collection of methods.
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* Typical usage is:
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* <code>
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* $predictionService = new apiPredictionService(...);
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* $hostedmodels = $predictionService->hostedmodels;
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* </code>
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*/
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class HostedmodelsServiceResource extends apiServiceResource {
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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 Input $postBody
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* @return Output
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*/
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public function predict($hostedModelName, 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 ($this->useObjects()) {
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return new Output($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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* Service definition for 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 apiPredictionService extends apiService {
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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 apiClient apiClient
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*/
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public function __construct(apiClient $apiClient) {
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$this->rpcPath = '/rpc';
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$this->restBasePath = '/prediction/v1.4/';
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$this->version = 'v1.4';
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$this->serviceName = 'prediction';
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$apiClient->addService($this->serviceName, $this->version);
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$this->trainedmodels = new 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"}, "id": "prediction.trainedmodels.predict", "httpMethod": "POST", "path": "trainedmodels/{id}/predict", "response": {"$ref": "Output"}}, "insert": {"scopes": ["https://www.googleapis.com/auth/prediction"], "request": {"$ref": "Training"}, "response": {"$ref": "Training"}, "httpMethod": "POST", "path": "trainedmodels", "id": "prediction.trainedmodels.insert"}, "delete": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "httpMethod": "DELETE", "path": "trainedmodels/{id}", "id": "prediction.trainedmodels.delete"}, "update": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Update"}, "id": "prediction.trainedmodels.update", "httpMethod": "PUT", "path": "trainedmodels/{id}", "response": {"$ref": "Training"}}, "get": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "id": "prediction.trainedmodels.get", "httpMethod": "GET", "path": "trainedmodels/{id}", "response": {"$ref": "Training"}}}}', true));
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$this->hostedmodels = new HostedmodelsServiceResource($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"}, "id": "prediction.hostedmodels.predict", "httpMethod": "POST", "path": "hostedmodels/{hostedModelName}/predict", "response": {"$ref": "Output"}}}}', true));
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}
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}
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class Input extends apiModel {
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protected $__inputType = 'InputInput';
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protected $__inputDataType = '';
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public $input;
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public function setInput(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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class InputInput extends apiModel {
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public $csvInstance;
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public function setCsvInstance(/* array(object) */ $csvInstance) {
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$this->assertIsArray($csvInstance, 'object', __METHOD__);
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$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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class Output extends apiModel {
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public $kind;
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public $outputLabel;
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public $id;
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protected $__outputMultiType = '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(OutputOutputMulti) */ $outputMulti) {
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$this->assertIsArray($outputMulti, 'OutputOutputMulti', __METHOD__);
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$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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class OutputOutputMulti extends apiModel {
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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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class Training extends apiModel {
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public $kind;
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public $storageDataLocation;
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public $storagePMMLModelLocation;
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protected $__dataAnalysisType = '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 = '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(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(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(double) */ $utility) {
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$this->assertIsArray($utility, 'double', __METHOD__);
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$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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class TrainingDataAnalysis extends apiModel {
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public $warnings;
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public function setWarnings(/* array(string) */ $warnings) {
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$this->assertIsArray($warnings, 'string', __METHOD__);
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$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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class TrainingModelInfo extends apiModel {
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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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class Update extends apiModel {
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public $csvInstance;
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public $label;
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public function setCsvInstance(/* array(object) */ $csvInstance) {
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$this->assertIsArray($csvInstance, 'object', __METHOD__);
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$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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