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Validate and Uncover employee attrition behavior, using Data Visualization for uncover pattern and Insight. Using machine learning and SHAP for easier Intepretation

Jupyter Notebook 1 Updated Nov 1, 2021

Text Mining with Preprocessing Scheme, Lemmatization, TF-IDF, Using Model Machine Learning RF, KNN, LOGREG & Decision Tree

Jupyter Notebook 1 Updated Nov 1, 2021

Machine Learning Practice Essemble Model Bagging, Using detailed EDA, Preprocessing Scheme, looking model with best performance F1 score, Hyperparamater Tunning for best models, and intrepertation

Jupyter Notebook 1 Updated Oct 23, 2021