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Fallstudie_​Airline_​Flights

Stammdaten Bewegungsdaten Data Preparation Data Preparation Model for Delay 600 Model for Delay 400 Model for Delay 250 AirportsCarriersPlane Dataassign shapeto clustersFlight Data 1987Pre-FilterPre-FilterFlight Data 2008Pre-FilterNode 13Node 16Node 18Node 20Node 23Flight Data 2000VariablesNode 27Node 28Node 30Node 38Node 39Node 40Node 41Node 42Node 43Node 44Node 45Node 46Node 47Node 48Node 49Node 50Node 51Node 52Individual SelectionNode 54Node 56Node 57Node 58Node 59Node 60Node 61Node 62Node 63Node 64Node 65Node 66Node 67Node 68Node 69Node 70Node 71Node 72Node 73Node 74Node 75Node 76Node 77Node 78assign colorsto classescreate scatterplotNode 81Node 82Node 83Node 84Node 85Node 86Node 87Node 89Node 91Node 92Node 93Node 94Node 95Node 96Node 97Node 98Node 99Node 100Node 101Node 102Node 103Node 104Node 105Node 106Node 107Node 108Node 109Node 110Node 111Node 112Node 113Node 114Node 115Node 116Node 117Node 118Node 119Flight Data 1897 - 2008Pre-Filter on AANode 122Node 124Node 125Node 126Node 127Node 128Node 129Node 130Node 131Node 132Node 133Node 134Node 135Node 136Node 137Node 138Node 139Node 140Node 141Node 142Node 143Node 144Node 145create scatterplotassign colorsto classesassign shapeto clustersNode 149Node 150Node 151Node 152Node 153Node 154Node 155Node 156Node 157Node 158Node 159Node 160Node 161Node 162Node 163Node 164Node 165Node 166Node 167Node 168Node 169Node 170Node 171Node 172Node 173Node 174Node 175Node 176Node 177Node 178Node 179Node 180Node 181 CSV Reader CSV Reader CSV Reader Shape Manager CSV Reader Row Filter Row Filter CSV Reader Row Filter Statistics Data Explorer Box Plot Scatter Plot String To Number SQLite Connector Excel Reader DB Reader DB Table Selector String To Number Data Understanding Row Filter Data Understanding Row Filter Missing ValueColumn Filter Column Filter Constant ValueColumn Filter Missing Value Concatenate Joiner Category To Number Math Formula Linear Correlation Math Formula Forward FeatureSelection Column Filter DecisionTree Learner Number To String Decision TreePredictor Partitioning Scorer (JavaScript) Column Filter X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Decision TreePredictor Partitioning Scorer (JavaScript) DecisionTree Learner Column Filter Partitioning Linear RegressionLearner RegressionPredictor Numeric Scorer ROC Curve ROC Curve k-Means Color Manager Scatter Plot(local) Column Filter Decision TreePredictor Partitioning Scorer (JavaScript) DecisionTree Learner ROC Curve Category To Number Partitioning Scorer (JavaScript) ROC Curve PolynomialRegression Learner RegressionPredictor Numeric Scorer LogisticRegression Learner Logistic RegressionPredictor Simple RegressionTree Learner Simple RegressionTree Predictor Scorer (JavaScript) Partitioning String To Number Numeric Scorer Simple RegressionTree Learner Simple RegressionTree Predictor Partitioning Naive Bayes Learner Naive BayesPredictor ROC Curve Scorer (JavaScript) Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) MultiLayerPerceptronPredictor RProp MLP Learner Scorer (JavaScript) CSV Reader Row Filter String To Number Rule-basedRow Splitter Constant ValueColumn Filter Missing ValueColumn Filter Math Formula Math Formula Math Formula Math Formula Missing Value Number To String Category To Number Math Formula X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Equal Size Sampling Bootstrap Sampling DBSCAN Column Filter k-Means Scatter Plot(local) Color Manager Shape Manager X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Equal Size Sampling Bootstrap Sampling Column Filter Equal Size Sampling Bootstrap Sampling X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Cross Joiner Category To Number Column Filter PolynomialRegression Learner RegressionPredictor Partitioning Numeric Scorer PMML Writer PMML Writer PMML Writer Row Sampling Variable Creator String Manipulation(Variable) String to Path(Variable) Path to String(Variable) Tableau Writer CSV Writer Stammdaten Bewegungsdaten Data Preparation Data Preparation Model for Delay 600 Model for Delay 400 Model for Delay 250 AirportsCarriersPlane Dataassign shapeto clustersFlight Data 1987Pre-FilterPre-FilterFlight Data 2008Pre-FilterNode 13Node 16Node 18Node 20Node 23Flight Data 2000VariablesNode 27Node 28Node 30Node 38Node 39Node 40Node 41Node 42Node 43Node 44Node 45Node 46Node 47Node 48Node 49Node 50Node 51Node 52Individual SelectionNode 54Node 56Node 57Node 58Node 59Node 60Node 61Node 62Node 63Node 64Node 65Node 66Node 67Node 68Node 69Node 70Node 71Node 72Node 73Node 74Node 75Node 76Node 77Node 78assign colorsto classescreate scatterplotNode 81Node 82Node 83Node 84Node 85Node 86Node 87Node 89Node 91Node 92Node 93Node 94Node 95Node 96Node 97Node 98Node 99Node 100Node 101Node 102Node 103Node 104Node 105Node 106Node 107Node 108Node 109Node 110Node 111Node 112Node 113Node 114Node 115Node 116Node 117Node 118Node 119Flight Data 1897 - 2008Pre-Filter on AANode 122Node 124Node 125Node 126Node 127Node 128Node 129Node 130Node 131Node 132Node 133Node 134Node 135Node 136Node 137Node 138Node 139Node 140Node 141Node 142Node 143Node 144Node 145create scatterplotassign colorsto classesassign shapeto clustersNode 149Node 150Node 151Node 152Node 153Node 154Node 155Node 156Node 157Node 158Node 159Node 160Node 161Node 162Node 163Node 164Node 165Node 166Node 167Node 168Node 169Node 170Node 171Node 172Node 173Node 174Node 175Node 176Node 177Node 178Node 179Node 180Node 181CSV Reader CSV Reader CSV Reader Shape Manager CSV Reader Row Filter Row Filter CSV Reader Row Filter Statistics Data Explorer Box Plot Scatter Plot String To Number SQLite Connector Excel Reader DB Reader DB Table Selector String To Number Data Understanding Row Filter Data Understanding Row Filter Missing ValueColumn Filter Column Filter Constant ValueColumn Filter Missing Value Concatenate Joiner Category To Number Math Formula Linear Correlation Math Formula Forward FeatureSelection Column Filter DecisionTree Learner Number To String Decision TreePredictor Partitioning Scorer (JavaScript) Column Filter X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Decision TreePredictor Partitioning Scorer (JavaScript) DecisionTree Learner Column Filter Partitioning Linear RegressionLearner RegressionPredictor Numeric Scorer ROC Curve ROC Curve k-Means Color Manager Scatter Plot(local) Column Filter Decision TreePredictor Partitioning Scorer (JavaScript) DecisionTree Learner ROC Curve Category To Number Partitioning Scorer (JavaScript) ROC Curve PolynomialRegression Learner RegressionPredictor Numeric Scorer LogisticRegression Learner Logistic RegressionPredictor Simple RegressionTree Learner Simple RegressionTree Predictor Scorer (JavaScript) Partitioning String To Number Numeric Scorer Simple RegressionTree Learner Simple RegressionTree Predictor Partitioning Naive Bayes Learner Naive BayesPredictor ROC Curve Scorer (JavaScript) Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) MultiLayerPerceptronPredictor RProp MLP Learner Scorer (JavaScript) CSV Reader Row Filter String To Number Rule-basedRow Splitter Constant ValueColumn Filter Missing ValueColumn Filter Math Formula Math Formula Math Formula Math Formula Missing Value Number To String Category To Number Math Formula X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Equal Size Sampling Bootstrap Sampling DBSCAN Column Filter k-Means Scatter Plot(local) Color Manager Shape Manager X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Column Filter Equal Size Sampling Bootstrap Sampling Column Filter Equal Size Sampling Bootstrap Sampling X-Partitioner X-Aggregator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Cross Joiner Category To Number Column Filter PolynomialRegression Learner RegressionPredictor Partitioning Numeric Scorer PMML Writer PMML Writer PMML Writer Row Sampling Variable Creator String Manipulation(Variable) String to Path(Variable) Path to String(Variable) Tableau Writer CSV Writer

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