Convolutional neural network-based ensemble methods to recognize Bangla handwritten character.
Mir Moynuddin Ahmed ShiblyTahmina Akter TishaTanzina Akter TaniShamim RiponPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- ensemble methods
- handwritten characters
- character recognition
- handwritten character recognition
- character segmentation
- prediction accuracy
- automatic recognition
- random forests
- benchmark datasets
- machine learning methods
- decision trees
- handwritten numerals
- test set
- generalization ability
- neural network
- random forest
- base classifiers
- ensemble learning
- majority voting
- drifting concepts
- bootstrap sampling
- base learners
- classifier ensemble
- optical character recognition
- machine vision
- machine learning algorithms
- feature subset
- decision tree ensembles
- artificial neural networks
- simulated annealing
- cost sensitive
- object recognition
- genetic algorithm
- machine learning
- data sets
- ensemble feature selection
- bias variance analysis