An Empirical Study of Incremental Learning in Neural Network with Noisy Training Set.
Shovik GangulyAtrayee ChatterjeeDebasmita BhoumikRitajit MajumdarPublished in: CoRR (2020)
Keyphrases
- incremental learning
- fuzzy artmap
- training set
- neural network
- supervised learning
- training patterns
- test set
- neural learning
- training data
- incremental learning algorithm
- cerebellar model articulation controller
- semi supervised
- active learning
- batch learning
- data sets
- learning process
- classification accuracy
- back propagation
- cross validation
- artificial neural networks
- nearest neighbor
- feature space
- class labels
- batch mode
- reinforcement learning
- classification algorithm
- training algorithm
- decision boundary
- neural network model
- multi layer perceptron
- feedforward neural networks
- multilayer perceptron
- iterative learning
- decision trees