GHOST: Adjusting the Decision Threshold to Handle Imbalanced Data in Machine Learning.
Carmen EspositoGregory A. LandrumNadine SchneiderNikolaus StieflSereina RinikerPublished in: J. Chem. Inf. Model. (2021)
Keyphrases
- imbalanced data
- machine learning
- feature selection
- support vector machine
- decision trees
- linear regression
- ensemble methods
- machine learning methods
- machine learning algorithms
- decision rules
- class distribution
- classification models
- svm classifier
- sampling methods
- random forest
- learning tasks
- learning algorithm
- pattern recognition
- learning problems
- text classification
- text mining
- active learning
- data analysis
- ensemble classifier
- data mining
- non stationary
- supervised learning