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JKISeason2-25

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Read dataTarget tocategoryTraining + calibrationTest for tuning + true testTrainingCalibrationTuningmodelRoundsDepthLearning rateTest for tuningtrue testF1 macroResults ofoptimizationTake best parametersUse bestparametersCalibration tableTest forsignificance level optimizationOptimizesignificance levelEfficiencyandvaliditySignificance levelResults ofoptimizationTrue testFinal outputCurrentsignificancelevelAssign currentsignificance levelCSV Reader Number To String Partitioning ConformalPartitioning XGBoost TreeEnsemble Learner XGBoost Predictor Parameter OptimizationLoop Start Partitioning Scorer (JavaScript) Math Formula ParameterOptimization Loop End Table Rowto Variable Table Rowto Variable XGBoost TreeEnsemble Learner XGBoost Predictor XGBoost Predictor ConformalClassification Conformal Scorer Parameter OptimizationLoop Start Loop End XGBoost Predictor ConformalClassification ConstantValue Column Tuning results Bar chartpre-processing ConstantValue Column Select bestsignificance level Read dataTarget tocategoryTraining + calibrationTest for tuning + true testTrainingCalibrationTuningmodelRoundsDepthLearning rateTest for tuningtrue testF1 macroResults ofoptimizationTake best parametersUse bestparametersCalibration tableTest forsignificance level optimizationOptimizesignificance levelEfficiencyandvaliditySignificance levelResults ofoptimizationTrue testFinal outputCurrentsignificancelevelAssign currentsignificance levelCSV Reader Number To String Partitioning ConformalPartitioning XGBoost TreeEnsemble Learner XGBoost Predictor Parameter OptimizationLoop Start Partitioning Scorer (JavaScript) Math Formula ParameterOptimization Loop End Table Rowto Variable Table Rowto Variable XGBoost TreeEnsemble Learner XGBoost Predictor XGBoost Predictor ConformalClassification Conformal Scorer Parameter OptimizationLoop Start Loop End XGBoost Predictor ConformalClassification ConstantValue Column Tuning results Bar chartpre-processing ConstantValue Column Select bestsignificance level

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Created by: artem
Created at: 2023-09-18
On NodePit since: 2023-09-19
Last update: 2024-11-17
Created with KNIME version: v4.7.6
Tags: JKISeason2-25

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