README.md

metadata

title: Personality Predictor
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.31.0
python_version: '3.10'
app_file: app.py
pinned: false
license: mit

Personality Prediction System (Kaggle S5E7)

Project Overview

This application predicts whether an individual leans toward Introversion or Extroversion based on social behavior metrics. Developed as part of a technical sprint for the Kaggle Playground Series (May 2026).

Technical Specifications

• Model: Logistic Regression (Optimized with max_iter=1000)
• Accuracy: 97% on synthetic test data
• Pipeline: Includes median/mode imputation for missing value handling
• Environment: Python 3.10

Repository Structure

• app.py: Streamlit interface.
• *.joblib: Serialized model and preprocessing objects (Imputers).
• requirements.txt: Environment dependencies.