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Random Forest training proof on Random Forest n=262,144 (train)

155.19Training Time (min)Sparrow
152.2256172.2353192.245212.2547Feb 4, 2026

Evaluation results

MethodLinks
SparrowTree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Bagging time exclusion=30%2026.02155.19
ZKBoostNetwork environment=LAN, Tree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Tree structure hiding=true2026.02218.1
ZKBoostNetwork environment=WAN, Tree depth (h)=5, Number of trees (m)=64, Number of features (d)=16, Tree structure hiding=true2026.02229.3