lnp_ml/app/SCORE.md

regression

biodistribution(selected organ only): score = y * weight, where weight=0.3

quantified_delivery: score = (y-min_roa)/(max_roa-min_roa)*weight, where weight=0.25

size: score = 0 * weight if y<60, 1 * weight if 60<=y<=150, 0 * weight if y>150, where weight=0.05

classification

encapsulation_efficiency_0: score = weight, where weight=0 encapsulation_efficiency_1: score = weight, where weight=0.02 encapsulation_efficiency_2: score = weight, where weight=0.08

pdi_0: score = weight, where weight=0.08 pdi_1: score = weight, where weight=0.02 pdi_2: score = weight, where weight=0 pdi_3: score = weight, where weight=0

toxicity_0: score=weight, where weight=0.2 toxicity_1: score=weight, where weight=0