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RandomForest ML Methodology
Data Sources:
- Direct company-specific benchmarks
- Industry × Role × Seniority matrix
- Cleaned Armenian tech dataset (2024-2025)
Algorithms:
- RandomForest ensemble with decision trees
- KNN (K-Nearest Neighbors) fallback
- Industry-specific weight adjustments
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