HEp-2 cells staining patterns classification via wavelet scattering network and random forest.
Bran Hongwei LiJianguo ZhangWei-Shi ZhengPublished in: ACPR (2015)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- decision tree learning algorithms
- feature extraction
- feature selection
- feature importance
- ensemble classifier
- supervised learning
- feature ranking
- support vector
- training set
- classification models
- ensemble methods
- image classification
- classification algorithm
- machine learning methods
- logistic regression
- support vector machine svm
- text classification
- breast cancer
- base classifiers
- generalization ability
- ensemble learning
- data streams
- multi label
- cell nuclei
- training samples