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Pre-processing Data Statistical Efficiency of the Model. Fully Trained Model Testing the Model Pre-Processing Data Input Data for the Model. Input Data from Google Cloud Combine DataModel TypeModel's PredictorReach Location of StorageAuthenticate the project keysRead's CSVRead's ExcelStrings to IntegrerCross Validation StartCross Validation EndStatistics of AlgorithmSamplingFully Trained ModelSamplingWrite the PMML ModelCreate a PMML StructureExtract ModelCombine Input TablesStrings to IntegersReads CSV LocallyReads Excel LocallyUse the Fully Trained Modelfor PredictionsWrite the OutputAccuracy ReportFeature ReportJoiner Random ForestLearner Random ForestPredictor Google CloudStorage Connector Google Authentication(API Key) CSV Reader Excel Reader Category To Number X-Partitioner X-Aggregator Scorer SMOTE Random ForestLearner SMOTE PMML Writer Table to PMMLEnsemble Tree EnsembleModel Extract Joiner Category To Number CSV Reader Excel Reader Random ForestPredictor CSV Writer Data to Report Data to Report Pre-processing Data Statistical Efficiency of the Model. Fully Trained Model Testing the Model Pre-Processing Data Input Data for the Model. Input Data from Google Cloud Combine DataModel TypeModel's PredictorReach Location of StorageAuthenticate the project keysRead's CSVRead's ExcelStrings to IntegrerCross Validation StartCross Validation EndStatistics of AlgorithmSamplingFully Trained ModelSamplingWrite the PMML ModelCreate a PMML StructureExtract ModelCombine Input TablesStrings to IntegersReads CSV LocallyReads Excel LocallyUse the Fully Trained Modelfor PredictionsWrite the OutputAccuracy ReportFeature ReportJoiner Random ForestLearner Random ForestPredictor Google CloudStorage Connector Google Authentication(API Key) CSV Reader Excel Reader Category To Number X-Partitioner X-Aggregator Scorer SMOTE Random ForestLearner SMOTE PMML Writer Table to PMMLEnsemble Tree EnsembleModel Extract Joiner Category To Number CSV Reader Excel Reader Random ForestPredictor CSV Writer Data to Report Data to Report

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