Man pages for scutr
Balancing Multiclass Datasets for Classification Tasks
| bullseye | An imbalanced dataset with a minor class centered around the... |
| imbalance | An imbalanced dataset with randomly placed normal... |
| oversample_smote | Oversample a dataset by SMOTE. |
| resample_random | Randomly resample a dataset. |
| sample_classes | Stratified index sample of different values in a vector. |
| SCUT | SMOTE and cluster-based undersampling technique. |
| undersample_hclust | Undersample a dataset by hierarchical clustering. |
| undersample_kmeans | Undersample a dataset by kmeans clustering. |
| undersample_mclust | Undersample a dataset by expectation-maximization clustering |
| undersample_mindist | Undersample a dataset by iteratively removing the observation... |
| undersample_tomek | Undersample a dataset by removing Tomek links. |
| validate_dataset | Validate a dataset for resampling. |
| wine | Type and chemical analysis of three different kinds of wine. |
