Research Article
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 | |
| 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 |
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