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Material Classification on 3D In-Air Sonar Sensing dataset (test)
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78.1
Kappa (κ)
Gradient-Boosted Trees
38.8296
49.0248
59.22
69.4152
Mar 30, 2026
Kappa (κ)
F1 Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Kappa (κ)
F1 Score
Gradient-Boosted Trees
Evaluation=Averaged ac...
2026.03
78.1
89.55
Multi-Layer Perceptron
Evaluation=Averaged ac...
2026.03
77.52
89.12
Random Forest
Evaluation=Averaged ac...
2026.03
76.84
89.44
Decision Tree
Evaluation=Averaged ac...
2026.03
76.82
89.03
Support Vector Machine
Evaluation=Averaged ac...
2026.03
74.67
88.18
Logistic Regression
Evaluation=Averaged ac...
2026.03
40.34
71.77
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