A Support Vector Machine Classification of Thyroid Bioptic Specimens Using MALDI-MSI Data

Table 4

Tuning parameters of the Support Vector Machines, with and without performing the feature selection. The best parameters are chosen according to the classification performance of the model.

Feature selection	Kernel	Cost	Epsilon	Gamma
RFE	Radial	10	0.1	0.11
No RFE	Radial	10	0.1	1.11