An ensemble-based approach for image classification using voting classifier.
Bhoopesh Singh BhatiAchyut ShankarSrishti SaxenaTripti SaxenaM. AnbarasiManoj KumarPublished in: Int. J. Model. Identif. Control. (2022)
Keyphrases
- image classification
- majority voting
- ensemble learning
- weighted voting
- classifier ensemble
- svm classifier
- ensemble classifier
- classifier training
- multiple classifiers
- training data
- voting schemes
- final classification
- individual classifiers
- training set
- ensemble methods
- combining classifiers
- decision tree classifiers
- feature extraction
- image representation
- bag of words
- multiple classifier systems
- feature selection
- weak classifiers
- neural network
- voting scheme
- support vector machine
- linear classifiers
- image features
- base classifiers
- feature space
- weak learners
- classifier combination
- class specific
- prediction accuracy
- visual words
- binary classification problems
- feature set
- multi label
- binary classifiers
- ensemble members
- multiscale
- decision forest
- training examples
- knn
- feature ranking
- random forest
- classification method
- semi supervised