Support vector machine based feature extraction for gender recognition from objects using lasso classifier

Journal of Big Data

Table 9 Accuracy for different classifiers worked on different databases in combination with MIO-TCD DATABASE

Algorithms in combination with MIO-TCD database	FGNET	FERET	ORL	LFW	PRIVATE
SVM-GAUSSIAN	83.52	89.64	83.78	84.59	76.21
LASSO REGRESSION	88.67	91.55	87.49	83.98	84.64
ELASTIC NET LASSO	92.54	93.23	94.06	93.56	93.46
PROPOSSED (LRGS)	95.65	94.60	96.23	95.54	98.86