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Benchmarks
Gene Expression Cancer Classification on TCGA PANCAN 161 samples (test)
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1.2
Test Error Rate (10 Genes)
RF
1.076
1.913
2.75
3.587
Apr 5, 2026
Test Error Rate (10 Genes)
Test Error Rate (15 Genes)
Test Error Rate (20 Genes)
Updated 12d ago
Evaluation Results
Method
Method
Links
Test Error Rate (10 Genes)
Test Error Rate (15 Genes)
Test Error Rate (20 Genes)
RF
Encoding=raw
2026.04
1.2
0.6
0.6
XGBoost
Encoding=raw
2026.04
1.2
1.2
2.5
SVM-RBF
Encoding=raw
2026.04
1.9
0.6
0
KNN
Encoding=raw
2026.04
1.9
1.2
0
AF proj
Encoding=projection, a...
2026.04
2.4
1.9
0.4
MLP
Encoding=raw
2026.04
2.5
1.2
0
SVM-RBF
Encoding=ranked
2026.04
3.1
2.5
0.6
MLP
Encoding=ranked
2026.04
3.1
0.6
0.6
KNN
Encoding=ranked
2026.04
3.1
3.1
0.6
AF native
Encoding=native, arch_...
2026.04
3.6
2.4
1.1
RF
Encoding=ranked
2026.04
3.7
1.9
0
XGBoost
Encoding=ranked
2026.04
4.3
0
0
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