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ResearchFormerly WizWand

Classification on Sonar (test)

82.1AccuracyDTSemNet
70.1473.24576.3579.455Apr 9, 2026Apr 13, 2026Apr 18, 2026Apr 23, 2026Apr 28, 2026May 3, 2026May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DTSemNetNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.0582.1
DGTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.0580.8
BQ-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0476.4
BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0476.4
EN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0476
BALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0476
ε-BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0475.5
ALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0474.5
Pin-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.0473.6
CRO-DTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.0571.7
TAONf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.0570.9
CARTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.0570.6