Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings.
Mohamed AmgadLamees A. AtteyaHagar HusseinKareem Hosny MohammedEhab HafizMaha A. T. ElsebaiePooya MobadersanyDavid MantheyDavid A. GutmanHabiba ElfandyLee A. D. CooperPublished in: Bioinform. (2022)
Keyphrases
- decision trees
- predictive accuracy
- classification models
- naive bayes
- machine learning algorithms
- classification accuracy
- feature selection
- classification method
- text classification
- support vector machine
- classification scheme
- pattern recognition
- decision tree algorithm
- attribute selection
- decision tree classifiers
- pattern classification
- classification rules
- learning algorithm
- classification algorithm
- automatic recognition
- decision tree algorithms
- decision tree learning algorithm
- class labels
- training data
- support vector
- training set
- decision rules
- feature space
- classification trees
- multivariate decision trees
- face recognition
- feature extraction
- fuzzy decision trees
- correct classification
- decision tree learning
- decision tree induction
- feature set
- automatic classification
- information gain
- random forest
- image classification
- support vector machine svm
- high dimensional data
- logistic regression