Finding the optimum classifier: Classification of segmentable components in offline handwritten Devanagari words.
Rahul PramanikVivek RajSoumen BagPublished in: RAIT (2018)
Keyphrases
- word recognition
- classification method
- classification scheme
- class labels
- classification algorithm
- classification process
- classification rate
- svm classifier
- decision trees
- character recognition
- learning vector quantization
- support vector machine
- training samples
- training set
- support vector
- classification accuracy
- training data
- feature selection
- decision boundary
- feature set
- multiple classifier systems
- multiclass classification
- classification models
- nearest neighbor classifier
- classifier combination
- neyman pearson
- image classification
- probabilistic classifiers
- support vector machine svm
- k nearest neighbour
- feature space
- bayesian classifier
- final classification
- supervised learning
- text classification
- word segmentation
- handwritten words
- machine learning
- optimum path forest
- word spotting
- multiple classifiers
- higher classification accuracy
- individual classifiers
- learning algorithm
- text classifiers
- n gram
- recognition rate
- knn
- feature vectors
- handwriting recognition
- classifier ensemble
- ensemble classifier
- binary classifiers
- roc curve
- feature extraction