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ROC_​model_​comparison

Loading the dataRemoving the customer key Partitioning training &testing data Decision tree classifier Random forest classifier Gradient boosting classifier Combining predictionprobabilities from differentmodels Plotting ROC curves Combining accuracy stats fromdifferent models 80-20 partitionto traning & testingTraining DTTesting DTTraining RFTesting RFModel performanceModel performancePlotting multiple ROC curvesChanging column namesRemove Customer KeyModel performanceTraining GBTesting GBCombining DT & RFand combiningGB tooAdding columnof model nameAdding columnof model nameAdding columnof model nameCombiningaccuracy statsSorting byaccuracy Partitioning DecisionTree Learner Decision TreePredictor Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) ROC Curve Column Rename Data Column Filter Scorer (JavaScript) Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Joiner Joiner ConstantValue Column ConstantValue Column ConstantValue Column Concatenate Sorter Loading the dataRemoving the customer key Partitioning training &testing data Decision tree classifier Random forest classifier Gradient boosting classifier Combining predictionprobabilities from differentmodels Plotting ROC curves Combining accuracy stats fromdifferent models 80-20 partitionto traning & testingTraining DTTesting DTTraining RFTesting RFModel performanceModel performancePlotting multiple ROC curvesChanging column namesRemove Customer KeyModel performanceTraining GBTesting GBCombining DT & RFand combiningGB tooAdding columnof model nameAdding columnof model nameAdding columnof model nameCombiningaccuracy statsSorting byaccuracy Partitioning DecisionTree Learner Decision TreePredictor Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) ROC Curve Column Rename Data Column Filter Scorer (JavaScript) Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Joiner Joiner ConstantValue Column ConstantValue Column ConstantValue Column Concatenate Sorter

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