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SteelFaultData

Pré-processing and outliers removal Naive Bayes Model Remove cluster columnImport Excel tableOutliers detectionCalculate distancesOutliers removalNormalize dataTraining and Test Data70% for trainingBayes TrainingBayes TestConfusion MatrixROC curve for Pastry FaultsCross ValidationBayes TrainingBayes TestConfusion Matrix CVEnd loop CVLearnerPredictorMetricsSVM TrainingSVM TestMetricsTrainingTest70% for TrainingGood Metrics GLORIA AAAAANode 36Bayes TrainingBayes TestEnd loop CVConfusion Matrix CVNode 41 Column Filter Excel Reader (XLS) DBSCAN Numeric Distances Row Splitter Normalizer Partitioning Naive Bayes Learner Naive BayesPredictor Scorer ROC Curve X-Partitioner Naive Bayes Learner Naive BayesPredictor Scorer X-Aggregator LogisticRegression Learner Logistic RegressionPredictor Scorer SVM Learner SVM Predictor Scorer Random ForestLearner Random ForestPredictor Partitioning Scorer SMOTE Naive Bayes Learner Naive BayesPredictor X-Aggregator Scorer X-Partitioner Pré-processing and outliers removal Naive Bayes Model Remove cluster columnImport Excel tableOutliers detectionCalculate distancesOutliers removalNormalize dataTraining and Test Data70% for trainingBayes TrainingBayes TestConfusion MatrixROC curve for Pastry FaultsCross ValidationBayes TrainingBayes TestConfusion Matrix CVEnd loop CVLearnerPredictorMetricsSVM TrainingSVM TestMetricsTrainingTest70% for TrainingGood Metrics GLORIA AAAAANode 36Bayes TrainingBayes TestEnd loop CVConfusion Matrix CVNode 41Column Filter Excel Reader (XLS) DBSCAN Numeric Distances Row Splitter Normalizer Partitioning Naive Bayes Learner Naive BayesPredictor Scorer ROC Curve X-Partitioner Naive Bayes Learner Naive BayesPredictor Scorer X-Aggregator LogisticRegression Learner Logistic RegressionPredictor Scorer SVM Learner SVM Predictor Scorer Random ForestLearner Random ForestPredictor Partitioning Scorer SMOTE Naive Bayes Learner Naive BayesPredictor X-Aggregator Scorer X-Partitioner

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Created by: Debora
Created at: 2020-09-28
On NodePit since: 2020-10-07
Last update: 2024-04-27
Created with KNIME version: v4.0.0

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