Research Article
A Hadoop-Based Method to Predict Potential Effective Drug Combination
Table 4
Comparison of the average efficiency between the scalable and sequential version.
| Mining steps | Scalable version | Sequential version |
| Microarray processing | 2 h 3 min | 6 h 18 m | Feature construction | 8 min 34 s | 18 min 3 s | Naive Bayesian | 15 s | 3 s | SVM grid search | 27 min 6 s | 1 h 11 min |
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