his repository contains a robust, end-to-end machine learning pipeline for predicting personality types (Extrovert vs. Introvert) from behavioral survey data. The workflow includes advanced data cleaning, missing value imputation, class balancing, feature engineering, model selection, and ensemble learning. Built for the Kaggle Playground Series S.
data-science machine-learning kaggle classification imputation ensemble-learning feature-engineering sckiit-learn personality-prediction behavioral-data-analytics
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Updated
Jul 8, 2025 - Jupyter Notebook