Similarity Based Stratified Splitting: an approach to train better classifiers.
Felipe Costa FariasTeresa Bernarda LudermirCarmelo José Albanez Bastos FilhoPublished in: CoRR (2020)
Keyphrases
- support vector
- naive bayes
- machine learning algorithms
- decision trees
- training data
- data sets
- test set
- supervised classification
- training set
- classification systems
- linear classifiers
- ensemble learning
- classification rate
- ensemble classifier
- classification models
- multiple classifiers
- neural network
- machine learning methods
- classification algorithm
- svm classifier
- recognition rate
- feature set
- feature selection
- class labels
- training examples
- multi class
- face recognition
- classification process
- genetic algorithm
- machine learning
- majority vote