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Random Forest training proof on Random Forest n=65,538 (train)

45.01Training Time (minutes)Sparrow
44.034450.619757.20563.7903Feb 4, 2026

Evaluation results

MethodLinks
SparrowTree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Bagging time exclusion=30%2026.0245.01
ZKBoostNetwork environment=LAN, Tree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Tree structure hiding=true2026.0266.3
ZKBoostNetwork environment=WAN, Tree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Tree structure hiding=true2026.0269.4