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Material Classification on 3D In-Air Sonar Sensing dataset (train)
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91.37
Kappa
Gradient-Boosted Trees
43.3324
55.8037
68.275
80.7463
Mar 30, 2026
Kappa
F1 Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Kappa
F1 Score
Gradient-Boosted Trees
Evaluation=Averaged ac...
2026.03
91.37
95.95
Random Forest
Evaluation=Averaged ac...
2026.03
91.16
95.82
Decision Tree
Evaluation=Averaged ac...
2026.03
89.49
94.88
Multi-Layer Perceptron
Evaluation=Averaged ac...
2026.03
89.42
95.03
Support Vector Machine
Evaluation=Averaged ac...
2026.03
88.03
94.28
Logistic Regression
Evaluation=Averaged ac...
2026.03
45.18
74.66
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