Research Article
Matrix Factorization-Based Prediction of Novel Drug Indications by Integrating Genomic Space
Table 3
AUC values obtained by 5 Ć 10-fold cross-validation.
| ā | Pair prediction | Drug prediction | Disease prediction |
| libFM | 0.8078 | 0.6226 | 0.3682 | SVDFeature | 0.7107 | 0.6069 | 0.3338 | libMF | 0.6388 | 0.6217 | 0.3878 | Our method | 0.8147 | 0.6573 | 0.5617 |
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