Road-Type Classification with Deep AutoEncoder

Table 6

Average micro f1-score for SVM classifier across 10-fold CV at and parameters.

c = 1		c = 10		c = 100
Sigma:	Avg. micro f1-score	Sigma:	Avg. micro f1-score	Sigma:	Avg. micro f1-score
0.0001	0.43	0.0001	0.55	0.0001	0.57
0.01	0.57	0.01	0.57	0.01	0.62
0.2	0.62	0.2	10.62	0.2	0.65
2	0.62	2	0.64	2	0.67
5	0.62	5	0.63	5	0.69

Bold values indicate optimal SVM classifier parameters (sigma and error term) and the corresponding micro averaged f1-score.