AlphaML: A clear, legible, explainable, transparent, and elucidative binary classification platform for tabular data.
Ahmad NasimianSaleena YounusÖzge TatliEmma U. HammarlundKenneth J. PientaLars RönnstrandJulhash U. KaziPublished in: Patterns (2024)
Keyphrases
- binary classification
- tabular data
- multi class
- support vector
- learning problems
- cost sensitive
- cell suppression
- support vector machine
- generalization error
- multi label
- controlled tabular adjustment
- prediction accuracy
- ensemble methods
- class imbalance
- cross validation
- machine learning algorithms
- image classification
- active learning
- disclosure risk
- feature space
- information retrieval
- machine learning