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Classification employee attrition

Data exploration Data collection Data processing and feature engineering Machine Learning algorithms Data visualisation DimensionsData TypeStatisticsIBM HR DataFiltering out unrecognized valuesBox PlotCorrelationData typesMin - Max scalerColours: Attrition yes/noTraining 80% Testing 20%Number to string some featuresExtract TableDimension Extract Table Spec Statistics CSV Reader Column Filter Box Plot Linear Correlation Extract Table Spec Normalizer Color Manager Partitioning DecisionTree Learner Number To String Decision TreePredictor Scorer SVM Learner SVM Predictor Scorer Naive Bayes Learner Naive BayesPredictor Scorer Model Writer Employee attritiondashboard Data exploration Data collection Data processing and feature engineering Machine Learning algorithms Data visualisation DimensionsData TypeStatisticsIBM HR DataFiltering out unrecognized valuesBox PlotCorrelationData typesMin - Max scalerColours: Attrition yes/noTraining 80% Testing 20%Number to string some featuresExtract TableDimension Extract Table Spec Statistics CSV Reader Column Filter Box Plot Linear Correlation Extract Table Spec Normalizer Color Manager Partitioning DecisionTree Learner Number To String Decision TreePredictor Scorer SVM Learner SVM Predictor Scorer Naive Bayes Learner Naive BayesPredictor Scorer Model Writer Employee attritiondashboard

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

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Created by: Virgute
Created at: 2022-11-19
On NodePit since: 2023-07-21
Last update: 2024-04-27
Created with KNIME version: v4.6.1

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