The Construction of Support Vector Machine Classifier Using the Firefly Algorithm

Table 1

The used data set extracted from the UCI machine learning data repository.

Data set collected from UCI the machine learning repository
Data set	Number of instances	Number of features
SPECTF heart	267	44
Breast Cancer Wisconsin (diagnosis)	569	32
Statlog (heart)	270	13
German credit data	1000	20
Sonar	208	60
Pima-Indians-diabetes	768	8
Australian credit approval	690	14
Live disorders	345	7
Ionosphere	351	34
Breast Cancer Wisconsin (original)	699	10