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