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Training a Churn Predictor

Training a Churn Predictor
TRAINING A CHURN PREDICTORThis workflow trains a model to predict which employees will leave the company due to attrition. Having this information can help those who work in the HR department toidentify improvement paths in their company and avoid the cost of attrition. After you execute the workflow, you can check the BIRT report to get some insights on the data.For more information see the workflow metadata. Find it here: View -> Description Read data Process data Data visualizations forreporting Partitioning & Oversamplig Model training Choosing the model StatisticsPie chart imageGBT Confusion matrixGBT Accuracy statisticsMonthly income bar chartDistance from home bar chartRoc curveNode 129Node 130Node 131Node 133Node 135Node 136 Data to Report Image to Report Data to Report Data to Report Image to Report Image to Report Image to Report Read Data Process data Partitioning &Oversampling Model Training Data Visualization Select best model TRAINING A CHURN PREDICTORThis workflow trains a model to predict which employees will leave the company due to attrition. Having this information can help those who work in the HR department toidentify improvement paths in their company and avoid the cost of attrition. After you execute the workflow, you can check the BIRT report to get some insights on the data.For more information see the workflow metadata. Find it here: View -> Description Read data Process data Data visualizations forreporting Partitioning & Oversamplig Model training Choosing the model StatisticsPie chart imageGBT Confusion matrixGBT Accuracy statisticsMonthly income bar chartDistance from home bar chartRoc curveNode 129Node 130Node 131Node 133Node 135Node 136 Data to Report Image to Report Data to Report Data to Report Image to Report Image to Report Image to Report Read Data Process data Partitioning &Oversampling Model Training Data Visualization Select best model

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Created by: Marc Guirao
Created at: 2018-05-18
On NodePit since: 2020-04-30
Last update: 2024-11-21
Created with KNIME version: v4.3.1
Tags: ClearPeaksemployee attritionBirt reportHRchurn predictor

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