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Vehicle Classification on Vehicle Dataset 5-fold cross-validation

100Mean Accuracy

Decision Tree

Updated 2mo ago

Evaluation Results

Method
Decision Tree 2026.05	100	0
Softmax Regression Approach (v2) 2026.05	100	0
Decision Tree 2026.05	100	0
CNN 2026.05	100	0
Softmax Regression Approach (v2) 2026.05	100	0
Decision Tree 2026.05	100	0
Softmax Regression Approach (v2) 2026.05	99.8	0.002
CNN 2026.05	99.6	0.004
Softmax Regression Approach (v2) 2026.05	99.4	0.002
Decision Tree 2026.05	99.4	0.002
Decision Tree 2026.05	99.4	0.002
Softmax Regression Approach (v2) 2026.05	99.3	0.006
CNN 2026.05	99.3	0.002
CNN 2026.05	99	0.006
CNN 2026.05	99	0.006
Softmax Regression Approach (v2) 2026.05	98.8	0.008
CNN 2026.05	98.7	0.004
Softmax Regression Approach (v2) 2026.05	98.6	0.001
Decision Tree 2026.05	98.5	0.001
Decision Tree 2026.05	98.5	0.01
CNN 2026.05	98.5	0.006
Softmax Regression Approach (v2) 2026.05	98.5	0.006
Decision Tree 2026.05	98.5	0.006
Decision Tree 2026.05	98.4	0.006
Softmax Regression Approach (v2) 2026.05	98.4	0.009
Softmax Regression Approach (v2) 2026.05	98.4	0.007
CNN 2026.05	98.3	0.001
CNN 2026.05	98.1	0.008
Softmax Regression Approach (v2) 2026.05	98.1	0.005
Softmax Regression Approach (v2) 2026.05	98	0.018
Decision Tree 2026.05	98	0.018
Decision Tree 2026.05	98	0.005
CNN 2026.05	98	0.009
Decision Tree 2026.05	97.9	0.008
Decision Tree 2026.05	97.9	0.012
Softmax Regression Approach (v2) 2026.05	97.8	0.02
Decision Tree 2026.05	97.8	0.02
CNN 2026.05	97.8	0.02
Decision Tree 2026.05	97.6	0.013
Softmax Regression Approach (v2) 2026.05	97.5	0.022
CNN 2026.05	97.5	0.022
Softmax Regression Approach (v2) 2026.05	97.5	0.009
CNN 2026.05	97.4	0.011
CNN 2026.05	97.4	0.008
Softmax Regression Approach (v2) 2026.05	97.2	0.004
Decision Tree 2026.05	96.7	0.005
Softmax Regression Approach (v2) 2026.05	96.5	0.013
CNN 2026.05	96.5	0.021
CNN 2026.05	96	0.036
CNN 2026.05	95.6	0.024
Softmax Regression Approach (v2) 2026.05	93.5	0.019
Decision Tree 2026.05	92.5	0.045
Softmax Regression Approach (v2) 2026.05	92	0.044
Decision Tree 2026.05	92	0.044
CNN 2026.05	91.8	0.034
Decision Tree 2026.05	91.3	0.022
Decision Tree 2026.05	90	0.089
CNN 2026.05	89.9	0.026
CNN 2026.05	83	0.106
Softmax Regression Approach (v2) 2026.05	79	0.098