An Empirical Comparison of SVM and Some Supervised Learning Algorithms for Vowel recognition.
Rimah AmamiDorra Ben AyedNoureddine EllouzePublished in: CoRR (2015)
Keyphrases
- supervised learning algorithms
- vowel recognition
- k nearest neighbor
- knn
- support vector machine svm
- pattern classification
- supervised learning
- learning algorithm
- support vector machine
- support vector
- machine learning algorithms
- labeled data
- unlabeled data
- learning problems
- semi supervised learning
- nearest neighbor
- binary classification problems
- feature selection
- training data
- text categorization
- pattern recognition
- text classification
- multi class
- classification algorithm
- kernel function
- svm classifier
- generalization ability
- semi supervised
- machine learning
- binary classification
- kernel methods
- hyperplane
- multi class classification
- training set
- active learning
- feature extraction
- training process
- cross validation
- reinforcement learning
- text classifiers
- majority voting
- neural network