feat(ml): Add Random Forest interface and tests #46
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Issue: #45 - Added Random Forest interface with parallel training support - Added bootstrap sampling configuration - Added out-of-bag score estimation - Added feature importance calculation - Added comprehensive test suite covering: - Binary and multiclass classification - Parallel training - Bootstrap sampling - Feature importance consistency
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Issue: #45