v0.8.0

What's New in v0.8.0

New Features

• FBM CI methods: Configurable binomial CI methods (Wilson, Clopper-Pearson, Agresti-Coull, Wald) for Family of Best Models selection
• Threshold CI bootstrap: Bootstrap-based confidence intervals for model thresholds
• Overfitting safeguards: Inner-fold overfitting penalty and resampling controls
• YAML config validator: Detects unknown parameters/sections and warns about typos
• GA k_min/k_max enforcement: Now limits model size during evolution
• GA documentation: New docs/ga.md
• MDA importance progress logging: Real-time progress during feature importance computation
• Jury expert count controls: min_experts and max_experts parameters

Bug Fixes

• Fix FBM metrics display when keep_trace=false and random sampling is disabled
• Fix rejection case display in jury consensus when individual models reject
• Fix display() panic when data.classes is empty
• Fix default values for threshold CI parameters