Application of the Support Vector Machine to Predict Subclinical Mastitis in Dairy Cattle

Table 1

Results of SVM application.

Total input variable	Training data	Test data	1st test result		2nd test result		3rd test result		4th test result		5th test result		Average
			Number of true outputs	Success (%)	Number of true outputs	Success (%)	Number of true outputs	Success (%)	Number of true outputs	Success (%)	Number of true outputs	Success; (%)
346	311	35	30	86	27	77	32	91	24	69	30	86	29	82
	260	86	72	84	68	79	78	91	70	81	71	83	72	84
	242	104	88	85	86	83	95	91	85	82	87	84	88	85
	208	138	116	84	117	85	121	88	118	86	114	83	117	85
Average													76	84