Construction of Pancreatic Cancer Classifier Based on SVM Optimized by Improved FOA

Table 3

Experimental results of IFOA-SVM.

	C		FPR	FNR	Accuracy	Precision		Time (s)
1	0.8666	878.79	0	0	100.00%	100.00%	100.00%	31.78
2	0.7089	1003.4	2.50%	0	98.21%	94.12%	96.97%	31.64
3	0.7015	952.7641	2.50%	0	98.21%	94.12%	96.97%	31.35
4	0.8605	1401.3	5.00%	0	96.43%	88.89%	94.12%	30.49
5	0.9922	1314	5.00%	0	96.43%	88.89%	94.12%	31.09
6	0.8319	1364.5	5.00%	0	96.43%	88.89%	94.12%	31.28
7	0.6345	1050.6	2.50%	0	98.21%	94.12%	96.97%	30.7
8	0.9405	820.0642	0	0	100.00%	100.00%	100.00%	30.9
9	0.7671	1384.7	5.00%	0	96.43%	88.89%	94.12%	31.06
10	0.6504	1509.8	12.50%	0	91.07%	76.19%	86.49%	31.68
	0.79541	1167.99183	4.00%	0	97.14%	91.41%	95.39%	31.197
	0.1222	251.6716	0.0357	0	0.0255	0.0688	0.0388