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Table 4 HPT-RF settings

From: SAR and QSAR modeling of a large collection of LD50 rat acute oral toxicity data

Endpoint mtry splitrule min_nodee.size
LD50 748 Extratrees 5
EPA 38 Extratrees 1
GHS 38 Extratrees 1
  1. For each model, the number of descriptors in each tree (mtry), the rule for descriptor selection for single trees (splitrule) and the minimal node size of trees (min.node.size) are indicated