A Hadoop-Based Method to Predict Potential Effective Drug Combination

Table 2

The performance of the independent test using our definition of frequent pattern and Gaussian kernel.

Run	ACC	SN	SP	𝐹1
1	67.7%	70.6%	64.3%	0.706
2	65.0%	54.5%	77.8%	0.632
3	60.9%	44.4%	71.4%	0.471
4	64.0%	66.7%	60.0%	0.690
5	68.2%	61.5%	77.8%	0.696
6	65.5%	41.7%	82.4%	0.500
7	77.8%	64.3%	92.3%	0.750
8	72.2%	76.9%	60.0%	0.800
9	72.0%	66.7%	80.0%	0.741
10	70.4%	66.7%	75.0%	0.714
Average	68.4%	61.4%	74.1%	0.670