A hybrid model for student grade prediction using support vector machine and neural network.
Jianjun MiaoPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- hybrid model
- support vector machine
- artificial neural networks
- neural network
- back propagation neural network
- support vector regression
- prediction model
- hybrid models
- support vector machine svm
- forecasting accuracy
- arima model
- multi layer perceptron
- elman network
- stock market prediction
- back propagation
- training algorithm
- regression model
- neural network model
- radial basis function
- support vector
- prediction accuracy
- svm classifier
- knn
- feature selection
- learning environment
- chaotic time series
- learning styles
- student learning
- network architecture
- machine learning
- genetic algorithm
- learning algorithm
- k nearest neighbor
- neural nets
- kernel function
- intelligent tutoring systems
- training process
- activation function
- feed forward neural networks
- wavelet neural network
- bp neural network
- data sets
- binary decision tree
- learning process
- pattern recognition
- training speed
- fault diagnosis