Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set.
Viviane PalodetoHernán TerenziJefferson Luiz Brum MarquesPublished in: ICIC (2) (2009)
Keyphrases
- protein secondary structure prediction
- neural network
- data sets
- training process
- training algorithm
- training set
- feed forward neural networks
- protein secondary structure
- machine learning
- feedforward neural networks
- multi layer perceptron
- training data
- backpropagation algorithm
- artificial neural networks
- back propagation
- pattern recognition
- genetic algorithm
- benchmark data sets
- multi layer
- training samples
- tertiary structure
- feed forward
- multilayer perceptron
- test set
- hidden layer
- learning algorithm
- activation function
- active learning
- data mining