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GE_​model3

GE Aviation Alert System

EMPLOYEE DATA CLEANING K-MEANS FOR ATOMIC ALERT PREDICTIVE MODEL: DECISION TREE FOR TP/HIGH PREDICTIVE MODEL: DECISION TREE FOR TP/NOTICABLE (TP/HIGH AND TP/LOW) HEAT ALERTS ANALYSIS Node 3Node 7Node 8Node 9Node 10Node 11Node 12Node 13Node 14Node 15Node 17Node 183 clusters4 clusters5 clustersNode 23Node 24Node 25Node 27Node 30Node 31Node 32Node 33Node 34Node 35Node 36Node 37Node 38Node 39Node 40Node 41Node 42Node 43Node 44Node 45Node 46Node 47Node 48Node 50Node 51Node 52Node 536 clusters7 clustersNode 56Node 57Node 588 clusters9 clusters10 clustersNode 62Node 63Node 6411 clustersNode 66Node 67Node 68Node 69Daily_HeatWeeky_HeatMonthly_HeatHeat AlertsNode 110Daily_HeatWeekly_HeatNode 150Node 151Node 152Node 153Node 154Node 155Node 156Node 157Node 158 Joiner String to Date&Time Row Splitter Extract Date&TimeFields Math Formula One to Many Column Filter Simple RegressionTree Learner Simple RegressionTree Predictor Rule Engine Column Filter Row Splitter k-Means k-Means k-Means One to Many Pivoting Column Filter CSV Writer Row Filter File Reader CSV Writer CSV Writer One to Many Rule Engine Column Filter Partitioning Decision TreePredictor Scorer Lift Chart Concatenate DecisionTree Learner Rule Engine DecisionTree Learner Row Splitter Column Filter Decision TreePredictor Lift Chart Concatenate Scorer Partitioning Pivoting k-Means k-Means CSV Writer CSV Writer CSV Writer k-Means k-Means k-Means CSV Writer CSV Writer CSV Writer k-Means Scorer DecisionTree Learner Lift Chart Decision TreePredictor Pivoting Pivoting Pivoting Pivoting Column Filter Row Splitter Row Splitter Daily_HeatPrediction Daily_HeatClustering Weekly_HeatClustering Weekly_HeatPrediction Monthly_HeatClustering Monthly_HeatPrediction File Reader Pivoting Pivoting EMPLOYEE DATA CLEANING K-MEANS FOR ATOMIC ALERT PREDICTIVE MODEL: DECISION TREE FOR TP/HIGH PREDICTIVE MODEL: DECISION TREE FOR TP/NOTICABLE (TP/HIGH AND TP/LOW) HEAT ALERTS ANALYSIS Node 3Node 7Node 8Node 9Node 10Node 11Node 12Node 13Node 14Node 15Node 17Node 183 clusters4 clusters5 clustersNode 23Node 24Node 25Node 27Node 30Node 31Node 32Node 33Node 34Node 35Node 36Node 37Node 38Node 39Node 40Node 41Node 42Node 43Node 44Node 45Node 46Node 47Node 48Node 50Node 51Node 52Node 536 clusters7 clustersNode 56Node 57Node 588 clusters9 clusters10 clustersNode 62Node 63Node 6411 clustersNode 66Node 67Node 68Node 69Daily_HeatWeeky_HeatMonthly_HeatHeat AlertsNode 110Daily_HeatWeekly_HeatNode 150Node 151Node 152Node 153Node 154Node 155Node 156Node 157Node 158 Joiner String to Date&Time Row Splitter Extract Date&TimeFields Math Formula One to Many Column Filter Simple RegressionTree Learner Simple RegressionTree Predictor Rule Engine Column Filter Row Splitter k-Means k-Means k-Means One to Many Pivoting Column Filter CSV Writer Row Filter File Reader CSV Writer CSV Writer One to Many Rule Engine Column Filter Partitioning Decision TreePredictor Scorer Lift Chart Concatenate DecisionTree Learner Rule Engine DecisionTree Learner Row Splitter Column Filter Decision TreePredictor Lift Chart Concatenate Scorer Partitioning Pivoting k-Means k-Means CSV Writer CSV Writer CSV Writer k-Means k-Means k-Means CSV Writer CSV Writer CSV Writer k-Means Scorer DecisionTree Learner Lift Chart Decision TreePredictor Pivoting Pivoting Pivoting Pivoting Column Filter Row Splitter Row Splitter Daily_HeatPrediction Daily_HeatClustering Weekly_HeatClustering Weekly_HeatPrediction Monthly_HeatClustering Monthly_HeatPrediction File Reader Pivoting Pivoting

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