Classification of Artistic Styles of Chinese Art Paintings Based on the CNN Model

Table 2

Comparison of the classification results of 10 painters’ works by different algorithms.

Painters	This study algorithm		Fusion		MHMM
	P	R	P	R	P	R
CDY	0.8498	0.9302	0.7598	0.7302	0.7498	0.7002
CSF	0.8503	0.9299	0.7403	0.7699	0.7303	0.7299
FZ	0.7297	0.8997	0.7197	0.7697	0.7997	0.7997
HYY	0.6998	0.9302	0.7898	0.7702	0.7398	0.7702
HZ	0.9103	0.3299	0.5903	0.5299	0.6203	0.5999
LDZ	0.8697	0.8997	0.7197	0.6997	0.7397	0.7697
LKL	0.9698	0.9702	0.7298	0.7302	0.8098	0.8702
TY	0.9703	0.9699	0.7803	0.8299	0.8903	0.8299
XBH	0.9397	0.9997	0.8097	0.8697	0.8097	0.8297
BDSR	0.9598	0.7302	0.8598	0.8302	0.8298	0.8302
Mean	0.8749	0.8590	0.7499	0.7530	0.7719	0.7730