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BioMed Research International
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2014
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Article
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Tab 1
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Research Article
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%