The use of the area under the ROC curve in the evaluation of machine learning algorithms.
Andrew P. BradleyPublished in: Pattern Recognit. (1997)
Keyphrases
- machine learning algorithms
- benchmark data sets
- decision trees
- learning algorithm
- machine learning
- machine learning methods
- predictive accuracy
- random forests
- learning problems
- learning tasks
- machine learning approaches
- machine learning models
- input features
- statistical machine learning
- machine learning systems
- learning models
- transfer learning
- neural network
- logistic regression
- supervised learning algorithms
- standard machine learning algorithms