Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset.
Peter HobsonBrian C. LovellGennaro PercannellaMario VentoArnold WiliemPublished in: Artif. Intell. Medicine (2015)
Keyphrases
- benchmark datasets
- decision trees
- classification systems
- classification method
- machine learning
- computational cost
- machine learning methods
- robust classification
- training dataset
- classification scheme
- automatic classification
- machine learning algorithms
- support vector machine svm
- preprocessing
- feature selection
- neural network
- image classification
- cross validation
- classification algorithm
- significant improvement
- active learning
- benchmark data sets
- support vector
- handwritten digits
- terms of classification accuracy
- data sets