Isolated Printed Arabic Character Recognition Using KNN and Random Forest Tree Classifiers.
Marwa RashadNoura A. SemaryPublished in: AMLTA (2014)
Keyphrases
- random forest
- knn
- k nearest neighbour
- optical character recognition
- k nearest neighbor
- decision trees
- feature set
- fold cross validation
- rotation forest
- classification algorithm
- ensemble classifier
- feature selection
- printed text
- random forests
- majority voting
- ensemble learning
- nearest neighbor
- knn classifier
- classification method
- text categorization
- feature reduction
- nearest neighbour
- ensemble methods
- distance function
- multi label
- imbalanced data
- index structure
- knn algorithm
- naive bayes
- support vector machine svm
- text classification
- neural network
- support vector machine
- information gain
- training set
- training data
- class labels
- similarity search
- learning algorithm
- face recognition
- subspace methods
- multi layer perceptron
- base classifiers
- logistic regression
- support vector
- machine learning