Batch mode active learning for mitotic phenotypes using conformal prediction.
Adam CorriganPhilip HopcroftAna NarvaezClaus BendtsenPublished in: COPA (2020)
Keyphrases
- batch mode active learning
- conformal prediction
- active learning
- ridge regression
- confidence levels
- batch mode
- tree ensembles
- k nearest neighbour
- knn
- machine learning
- random forests
- incremental learning
- data sets
- computationally expensive
- training examples
- information gain
- ls svm
- statistical analysis
- k nearest neighbor
- supervised learning
- support vector
- data mining