Icon

Titanic_​10.11.21

Node 1Node 2Node 3Node 4Node 5Node 6Node 7Node 8Node 9Node 10Node 11Node 12Predict test datawith appended class probabilitiesNode 15Node 17Node 19train model ontraining datapredict test datascore predictionNode 32perform clusteringNode 39Node 47Node 48Node 52ScoreNode 104Node 105Calculate accuracy andconfusion matrix80% for training set20% for testing setTrain model withSAG and Gausspriorz-normalize the data with0 mean and standarddeviation of 1Use the model to make predictionsNode 323split 80/20score predictionNode 326score predictionNode 328learn modelPartition data 30/70Learn the GBM with 1000 TreesNode 335score predictionNode 343Node 345Node 348Node 349 end of a cross validation loopcross validation loopNode 353Node 354Node 357Node 358Node 359Node 360Node 366Node 369Node 371Node 374Node 375Node 377Node 378Node 379Node 380Node 382Node 383Node 384Node 385Node 386ScoreNode 388Node 389Node 390InteractiveData Cleaning File Reader(deprecated) Number To String(deprecated) Color Manager Normalizer Statistics Gradient Boosted TreesPredictor (deprecated) DecisionTree Learner Decision TreePredictor Partitioning ROC Curve (local) Scorer (deprecated) ROC Curve H2O Predictor(Classification) (deprecated) PMML Writer(deprecated) Missing Value Category To Number XGBoost Tree EnsembleLearner (deprecated) XGBoost Predictor Scorer (deprecated) Category To Number k-Means Scorer (deprecated) Column Filter Statistics Double To Int Data to Report JPMML Classifier Binary ClassificationInspector Scorer (deprecated) Partitioning LogisticRegression Learner Normalizer (PMML) Logistic RegressionPredictor Category To Number Partitioning Scorer (deprecated) Gradient BoostedTrees to PMML Scorer (deprecated) PMML Gradient Boosted TreesPredictor (deprecated) Gradient Boosted TreesLearner (deprecated) H2O Partitioning H2O Gradient Boosting MachineLearner (deprecated) H2O to Table Scorer (deprecated) Excel Reader (XLS)(deprecated) Excel Writer (XLS)(deprecated) Column Filter File Reader(deprecated) XGBoost Linear EnsembleLearner (deprecated) XGBoost Predictor X-Aggregator X-Partitioner Data Explorer ROC Curve Scorer (deprecated) Category To Number String To Number String To Number Category To Number File Reader(deprecated) Binary Scorer(deprecated) Binary ClassificationInspector PMML Writer PMML Reader H2O Model to MOJO H2O Local Context Column Filter H2O MOJO Writer Column Filter H2O MOJO Predictor(Classification) H2O MOJO Reader Excel Reader (XLS)(deprecated) Column Filter Data to Report Excel Writer (XLS)(deprecated) JPMML RegressionPredictor Table to H2O Node 1Node 2Node 3Node 4Node 5Node 6Node 7Node 8Node 9Node 10Node 11Node 12Predict test datawith appended class probabilitiesNode 15Node 17Node 19train model ontraining datapredict test datascore predictionNode 32perform clusteringNode 39Node 47Node 48Node 52ScoreNode 104Node 105Calculate accuracy andconfusion matrix80% for training set20% for testing setTrain model withSAG and Gausspriorz-normalize the data with0 mean and standarddeviation of 1Use the model to make predictionsNode 323split 80/20score predictionNode 326score predictionNode 328learn modelPartition data 30/70Learn the GBM with 1000 TreesNode 335score predictionNode 343Node 345Node 348Node 349 end of a cross validation loopcross validation loopNode 353Node 354Node 357Node 358Node 359Node 360Node 366Node 369Node 371Node 374Node 375Node 377Node 378Node 379Node 380Node 382Node 383Node 384Node 385Node 386ScoreNode 388Node 389Node 390InteractiveData Cleaning File Reader(deprecated) Number To String(deprecated) Color Manager Normalizer Statistics Gradient Boosted TreesPredictor (deprecated) DecisionTree Learner Decision TreePredictor Partitioning ROC Curve (local) Scorer (deprecated) ROC Curve H2O Predictor(Classification) (deprecated) PMML Writer(deprecated) Missing Value Category To Number XGBoost Tree EnsembleLearner (deprecated) XGBoost Predictor Scorer (deprecated) Category To Number k-Means Scorer (deprecated) Column Filter Statistics Double To Int Data to Report JPMML Classifier Binary ClassificationInspector Scorer (deprecated) Partitioning LogisticRegression Learner Normalizer (PMML) Logistic RegressionPredictor Category To Number Partitioning Scorer (deprecated) Gradient BoostedTrees to PMML Scorer (deprecated) PMML Gradient Boosted TreesPredictor (deprecated) Gradient Boosted TreesLearner (deprecated) H2O Partitioning H2O Gradient Boosting MachineLearner (deprecated) H2O to Table Scorer (deprecated) Excel Reader (XLS)(deprecated) Excel Writer (XLS)(deprecated) Column Filter File Reader(deprecated) XGBoost Linear EnsembleLearner (deprecated) XGBoost Predictor X-Aggregator X-Partitioner Data Explorer ROC Curve Scorer (deprecated) Category To Number String To Number String To Number Category To Number File Reader(deprecated) Binary Scorer(deprecated) Binary ClassificationInspector PMML Writer PMML Reader H2O Model to MOJO H2O Local Context Column Filter H2O MOJO Writer Column Filter H2O MOJO Predictor(Classification) H2O MOJO Reader Excel Reader (XLS)(deprecated) Column Filter Data to Report Excel Writer (XLS)(deprecated) JPMML RegressionPredictor Table to H2O

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: PASakhnyuk
Created at: 2018-11-12
On NodePit since: 2022-10-21
Last update: 2024-11-17
Created with KNIME version: v4.6.3

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!