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CIS575_​Reseach_​Project

Log Transformation Cluster Analysis Decision Trees Logistic Regression Neural Networks Node 2Node 3Annual Inc. LogSkewed DataAnnual Fee LogNode 7Term Years LogNode 9Node 10% Canceled MembersAvg Term MonthsAdd. Mem Annual Fee0.5 CutoffMarital Status - FeeNode 21Node 24Node 273 ClustersNode 29Node 30Node 31No PruningNode 33Node 34Node 35Node 36Node 37Node 38Ideal # Clusters4 ClustersNode 415 ClustersNode 43Node 44Too many ClustersNode 46Node 47Node 48PruningNode 50Node 51Node 52Node 53Node 54Node 56Node 57Node 58Node 59Node 60Node 61Node 62Node 63Node 640.7 CutoffNode 66Node 67Node 68Node 69Node 70Node 71Annual Inc. LogAnnual Fee LogNode 74Node 75Node 76Node 77Node 78Node 80Node 81Node 82Node 83Node 85Node 86Node 87Node 88Node 89Node 90Node 91Node 92Node 93Node 94Node 95Node 96 Missing Value Statistics Math Formula Statistics Math Formula Statistics Math Formula Statistics Rule Engine Pie/Donut Chart GroupBy GroupBy Rule Engine GroupBy Column Filter Normalizer CSV Reader k-Means Denormalizer GroupBy Partitioning DecisionTree Learner Number To String Decision TreePredictor Scorer Column Filter Decision Treeto Ruleset Normalizer GroupBy k-Means Denormalizer k-Means Normalizer Denormalizer GroupBy Decision TreePredictor Scorer Decision Treeto Ruleset DecisionTree Learner Partitioning LogisticRegression Learner Logistic RegressionPredictor Scorer Number To String Partitioning RProp MLP Learner MultiLayerPerceptronPredictor Column Filter Scorer Partitioning RProp MLP Learner Scorer MultiLayerPerceptronPredictor Rule Engine Color Manager Color Manager Color Manager Scatter Plot Scatter Plot Scatter Plot Math Formula Math Formula Column Filter Column Filter Column Filter Column Filter Column Filter Column Appender Column Appender Joiner ROC Curve Column Rename Column Rename Column Rename Column Rename Column Rename String To Number String To Number String To Number Lift Chart One to Many Double To Int Normalizer Log Transformation Cluster Analysis Decision Trees Logistic Regression Neural Networks Node 2Node 3Annual Inc. LogSkewed DataAnnual Fee LogNode 7Term Years LogNode 9Node 10% Canceled MembersAvg Term MonthsAdd. Mem Annual Fee0.5 CutoffMarital Status - FeeNode 21Node 24Node 273 ClustersNode 29Node 30Node 31No PruningNode 33Node 34Node 35Node 36Node 37Node 38Ideal # Clusters4 ClustersNode 415 ClustersNode 43Node 44Too many ClustersNode 46Node 47Node 48PruningNode 50Node 51Node 52Node 53Node 54Node 56Node 57Node 58Node 59Node 60Node 61Node 62Node 63Node 640.7 CutoffNode 66Node 67Node 68Node 69Node 70Node 71Annual Inc. LogAnnual Fee LogNode 74Node 75Node 76Node 77Node 78Node 80Node 81Node 82Node 83Node 85Node 86Node 87Node 88Node 89Node 90Node 91Node 92Node 93Node 94Node 95Node 96Missing Value Statistics Math Formula Statistics Math Formula Statistics Math Formula Statistics Rule Engine Pie/Donut Chart GroupBy GroupBy Rule Engine GroupBy Column Filter Normalizer CSV Reader k-Means Denormalizer GroupBy Partitioning DecisionTree Learner Number To String Decision TreePredictor Scorer Column Filter Decision Treeto Ruleset Normalizer GroupBy k-Means Denormalizer k-Means Normalizer Denormalizer GroupBy Decision TreePredictor Scorer Decision Treeto Ruleset DecisionTree Learner Partitioning LogisticRegression Learner Logistic RegressionPredictor Scorer Number To String Partitioning RProp MLP Learner MultiLayerPerceptronPredictor Column Filter Scorer Partitioning RProp MLP Learner Scorer MultiLayerPerceptronPredictor Rule Engine Color Manager Color Manager Color Manager Scatter Plot Scatter Plot Scatter Plot Math Formula Math Formula Column Filter Column Filter Column Filter Column Filter Column Filter Column Appender Column Appender Joiner ROC Curve Column Rename Column Rename Column Rename Column Rename Column Rename String To Number String To Number String To Number Lift Chart One to Many Double To Int Normalizer

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