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kn_​forum_​38612_​ecg_​classification_​models

20220107 Decision tree learner seems to be overfitting - test some more models
# Run AutoML for 60 seconds or# 300 = 5 min, 600 = 10 min, 900 = 15 min, 1800 = 30 min, 3600 = 1 hour, # 7200 = 2 hours# 14400 = 4 hours# 16200 = 4.5 hours# 18000 = 5 Stunden# 21600 = 6 hours# 25200 = 7 hours# 28800 = 8 hours# 36000 = 10 hours 20220107 Decision tree learner seems to be overfitting - test some more modelshttps://forum.knime.com/t/decision-tree-learner-seems-to-be-overfitting/38612/12 ecg.csvseed1641564806392Node 51edit: v_runtime_automlset the maximum runtime ofH2O.ai AutoML in SECONDStrain.tableRead the MOJOmodelScore the test tableh2o_model.zipH2O.aiSVMNode 517XGBoostNode 522Z-ScoreZ-ScoreMLPtest.tableNode 529File Reader DecisionTree Learner Decision TreePredictor Partitioning Scorer (JavaScript) Decision Treeto Ruleset Number To String SVM Learner SVM Predictor Scorer (JavaScript) Integer Input Table Writer H2O MOJO Reader H2O MOJO Predictor(Classification) H2O AutoML Learner H2O Local Context Table to H2O H2O Model to MOJO H2O MOJO Writer Scorer (JavaScript) ConstantValue Column ConstantValue Column ConstantValue Column Concatenate Sorter XGBoost TreeEnsemble Learner XGBoost Predictor Scorer (JavaScript) ConstantValue Column RProp MLP Learner MultiLayerPerceptronPredictor Normalizer (PMML) NormalizerApply (PMML) Scorer (JavaScript) ConstantValue Column Table Writer RowID # Run AutoML for 60 seconds or# 300 = 5 min, 600 = 10 min, 900 = 15 min, 1800 = 30 min, 3600 = 1 hour, # 7200 = 2 hours# 14400 = 4 hours# 16200 = 4.5 hours# 18000 = 5 Stunden# 21600 = 6 hours# 25200 = 7 hours# 28800 = 8 hours# 36000 = 10 hours 20220107 Decision tree learner seems to be overfitting - test some more modelshttps://forum.knime.com/t/decision-tree-learner-seems-to-be-overfitting/38612/12 ecg.csvseed1641564806392Node 51edit: v_runtime_automlset the maximum runtime ofH2O.ai AutoML in SECONDStrain.tableRead the MOJOmodelScore the test tableh2o_model.zipH2O.aiSVMNode 517XGBoostNode 522Z-ScoreZ-ScoreMLPtest.tableNode 529File Reader DecisionTree Learner Decision TreePredictor Partitioning Scorer (JavaScript) Decision Treeto Ruleset Number To String SVM Learner SVM Predictor Scorer (JavaScript) Integer Input Table Writer H2O MOJO Reader H2O MOJO Predictor(Classification) H2O AutoML Learner H2O Local Context Table to H2O H2O Model to MOJO H2O MOJO Writer Scorer (JavaScript) ConstantValue Column ConstantValue Column ConstantValue Column Concatenate Sorter XGBoost TreeEnsemble Learner XGBoost Predictor Scorer (JavaScript) ConstantValue Column RProp MLP Learner MultiLayerPerceptronPredictor Normalizer (PMML) NormalizerApply (PMML) Scorer (JavaScript) ConstantValue Column Table Writer RowID

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Created by: USER
Created at: 2022-01-06
On NodePit since: 2022-01-08
Last update: 2024-04-27
Created with KNIME version: v4.5.0

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