Addressing Stability in Classifier Explanations.
Siavash SamieiNasrin BaratalipourPranjul YadavAmitabha RoyDake HePublished in: IEEE BigData (2021)
Keyphrases
- training set
- decision trees
- classifier systems
- learning algorithm
- training data
- feature space
- classification process
- classification algorithm
- feature selection
- support vector
- classification rate
- feature set
- class labels
- multiple classifiers
- individual classifiers
- classification scheme
- machine learning
- svm classifier
- training process
- extracted features
- training samples
- case based reasoning
- linear classifiers
- support vector machine
- nearest neighbour
- bayesian classifier
- classifier ensemble
- classification accuracy
- pairwise
- genetic algorithm