A Hadoop-Based Method to Predict Potential Effective Drug Combination

Table 1

Comparison of the accuracy of the prediction models based on SVM using various feature representation and kernel functions.

	Linear	Polynomial	Gaussian	Tanh
Linear addition pattern	47.7%	47.7%	47.7%	53.0%
Zhao’s frequent pattern [4]	50.0%	55.1%	57.4%	56.2%
Our frequent pattern	62.2%	64.6%	69.1%	65.4%