Evaluating the Effects of Size and Precision of Training Data on ANN Training Performance for the Prediction of Chaotic Time Series Patterns.
Lei ZhangPublished in: Int. J. Softw. Sci. Comput. Intell. (2019)
Keyphrases
- chaotic time series
- training patterns
- neural network
- feed forward neural networks
- training data
- artificial neural networks
- recurrent neural networks
- mackey glass
- training process
- training set
- back propagation
- training algorithm
- phase space
- multi layer perceptron
- short term
- phase space reconstruction
- radial basis function
- rbf network
- back propagation neural network
- decision trees
- training examples
- feed forward
- multi layer
- supervised learning
- hidden layer
- active learning
- learning algorithm
- long term
- multilayer perceptron
- neural model
- machine learning
- hybrid model
- bp neural network
- data sets
- activation function
- dynamic behavior
- multi object
- multivariate time series
- chaotic systems
- neural network model
- basis functions
- linear combination
- support vector machine
- classification accuracy