Ironside35/Mobile-Hardware-Tiering-Engine
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📱 Mobile Hardware Classification (Project #04/21)
This project classifies mobile devices into 4 price tiers based on hardware specs using Random Forest.
Model Performance:
- Global Accuracy: 90.50%
- Key Driver: RAM (45% Importance)
- Engineered Metrics: Power-to-Weight, Total Pixels.
Architect: Kemal Demirbaş