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HR_​Attrition_​Classification

Deployment Model & Data Visualization Data Modelling Data Evaluation Data Reading & Data Understanding Data Preprocessing HR-Employee-Attrition.csv80% train20% testexclude all unrelated attributesor attributes with minimal correlationhr_attriction_model.pmmlHR-Employee-Attrition - deploy.csvNode 164encode attributesto be numbersencode attributesto be numberssave the best model for deploymentphaseexclude all unrelated attributesor attributes with minimal correlation CSV Reader Partitioning Column Filter PMML Reader CSV Reader PMML Predictor KNN Logistic Regression Decision Tree SVM Data Exploration Data Encoding Data Encoding Matrix Evaluation byOverall Statistics Matrix Evaluationby Class Statistics Dashboard Overview PMML Writer Naive Bayes Matrix Evaluationby AUC Column Filter Deployment Model & Data Visualization Data Modelling Data Evaluation Data Reading & Data Understanding Data Preprocessing HR-Employee-Attrition.csv80% train20% testexclude all unrelated attributesor attributes with minimal correlationhr_attriction_model.pmmlHR-Employee-Attrition - deploy.csvNode 164encode attributesto be numbersencode attributesto be numberssave the best model for deploymentphaseexclude all unrelated attributesor attributes with minimal correlationCSV Reader Partitioning Column Filter PMML Reader CSV Reader PMML Predictor KNN Logistic Regression Decision Tree SVM Data Exploration Data Encoding Data Encoding Matrix Evaluation byOverall Statistics Matrix Evaluationby Class Statistics Dashboard Overview PMML Writer Naive Bayes Matrix Evaluationby AUC Column Filter

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Created by: ahmadwaluyo
Created at: 2024-12-20
On NodePit since: 2025-01-03
Last update: 2025-02-18
Created with KNIME version: v5.3.2

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