biomed-fr-v3-enriched-softmin-tres_agressifThis dataset is a quality-upsampled version of rntc/biomed-fr-v3-enriched using soft-min bottleneck sampling.
Soft-min calculation:
Formula: s = (mean(q_k^p))^(1/p) where q_k are the 4 quality scores
Parameter p = -4.0
Weight computation:
Ratio preference (5 vs 1): R = 20
Gamma exponent: γ = 1.86 (computed as log(R)/log(5))
Weight formula: w = s^γ
Floor: w = max(w, median(w) × 0.02)
Resampling:
