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🧠 python-ml 2024

Price Predictor

A housing price predictor using RandomForestRegressor. Trained on data with features: area, rooms, floor, district, year built.

Preview

Training Metrics

84.2% R²Epochs: 8
Accuracy
100%75%50%25%0%
Loss
0.80.60.40.20
Sample Predictions
InputOutput
3br, 90m², Śródmieście~8,450 PLN/m²
2br, 55m², Praga~6,800 PLN/m²

Tech Stack

  • Python
  • scikit-learn
  • NumPy
  • Pandas
  • Matplotlib

Description

A housing price predictor using RandomForestRegressor. Trained on data with features: area, rooms, floor, district, year built.

GitHub →