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Benchmarks
Lung cancer stage detection on NSCLC Radiomics dataset
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90.22
Accuracy
GL-RFE + DNN
84.5312
86.0081
87.485
88.9619
Jun 3, 2026
Accuracy
Precision
Recall
F1-Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-Score
GL-RFE + DNN
Model Type=Deep Learning
2026.06
90.22
90.1
90.24
90.19
Autoencoder + Classifier
Model Type=Deep Learning
2026.06
89.1
88.7
89.5
89
CNN (Radiomics Input)
Model Type=Deep Learning
2026.06
88.5
88
89.1
88.5
Random Forest (RF)
Model Type=Ensemble ML
2026.06
88
87
89
88
ANN (MLP)
Model Type=Deep Learning
2026.06
87
86
88
87
SVM
Model Type=Classical ML
2026.06
86.2
85.9
86.5
86.1
Logistic Regression
Model Type=Classical ML
2026.06
85.6
85.2
85.9
85.5
KNN
Model Type=Classical ML
2026.06
84.75
84.1
85
84.5
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