Handwritten Character Recognition Using KNN and SVM Based Classifier over Feature Vector from Autoencoder.
Dibyakanti MahapatraChandrajit ChoudhuryRam Kumar KarshPublished in: MIND (1) (2020)
Keyphrases
- knn
- feature vectors
- support vector machine
- svm classifier
- k nearest neighbor
- handwritten characters
- support vector machine svm
- k nearest neighbour
- classification method
- knn classifier
- classification algorithm
- nearest neighbor
- feature space
- handwritten character recognition
- train a support vector machine
- feature set
- knn classification
- character recognition
- feature selection
- nearest neighbour
- knn algorithm
- text categorization
- distance function
- text classification
- feature extraction
- euclidean distance
- kernel function
- support vector
- neural network
- decision trees
- majority voting
- multi class
- similarity measure
- k nearest
- input space
- image features
- active learning
- training set
- nearest neighbor algorithm
- artificial neural networks
- learning algorithm
- training data
- similarity search
- binary classification
- texture features
- distance metric
- high dimensional data