Optimal Thresholding of Classifiers to Maximize F1 Measure.
Zachary Chase LiptonCharles ElkanBalakrishnan NarayanaswamyPublished in: ECML/PKDD (2) (2014)
Keyphrases
- decision trees
- training data
- support vector
- classification systems
- precision and recall
- worst case
- training set
- dynamic programming
- machine learning methods
- feature selection
- feature extraction
- neural network
- active learning
- classifier combination
- svm classifier
- machine learning algorithms
- naive bayes
- edge detection
- optimal solution
- image segmentation
- learning algorithm