Training Algorithms to Read Complex Collections: Handwriting Classification for Improved HTR Models.
Carrie PirmannBhagawat AcharyaBrian KingKatherine Mary FaullPublished in: DH (2020)
Keyphrases
- machine learning algorithms
- training set
- avoid overfitting
- classification models
- decision trees
- classification algorithm
- benchmark datasets
- sufficient training data
- machine learning methods
- training samples
- classification scheme
- supervised learning
- neural network
- learning algorithm
- support vector
- classification rules
- information retrieval
- learning models
- character recognition
- feature extraction
- pattern recognition
- image classification
- complex systems
- feature selection
- probabilistic model
- statistical methods
- data sets
- digital libraries
- bayesian methods
- linear svm
- machine learning
- classification accuracy