Implementation of a Machine Learning Framework for Predicting
Drugs Side Effects
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Documentation for package ‘DrugClust’ version 0.2
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| AUC | AUC |
| AUPR | AUPR |
| CreateFolds | CreateFolds |
| DrugClustKMeans | DrugClustKMeans |
| DrugClustKMeansEnrichment | DrugClustKMeansEnrichment |
| DrugClustKSeeds | DrugClustKSeeds |
| DrugClustKSeedsEnrichment | DrugClustKSeedsEnrichment |
| DrugClustPAM | DrugClustPAM |
| DrugClustPAMEnrichment | DrugClustPAMEnrichment |
| Enrichment_Proteins | Enrichment_Proteins |
| InitFeatures | InitFeatures |
| InitSideEffect | InitSideEffect |
| InitSideEffects | InitSideEffect |
| KMeans | KMeans |
| KMeansClusteringAlgorithm | KMeans |
| KMeansModel | KMeansModel |
| KSeedsClusters | KSeedsClusters |
| KSeedsScores | KSeedsScores |
| PAM | PAM |
| PAM_Model | PAM_Model |
| PredictionKMeans | PredictionKMeans |
| PredictionKSeeds | PredictionKSeeds |
| PredictionPAM | Prediction_PAM |
| Prediction_PAM | Prediction_PAM |
| RandomSeedGenerator | RandomSeedGenerator |
| SeedSelection | SeedSelection |