A hybrid model for classification of medical data set based on factor analysis and extreme learning machine: FA + ELM.
Yilmaz KayaFatma KuncanPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- extreme learning machine
- support vector regression
- hybrid model
- factor analysis
- support vector machine svm
- support vector
- support vector machine
- data sets
- feed forward neural networks
- feedforward neural networks
- independent component analysis
- regression model
- neural network
- artificial neural networks
- training set
- cluster analysis
- discriminant analysis
- classification accuracy
- matrix factorization
- machine learning
- kernel function
- decision trees
- feature extraction
- pattern recognition
- variable selection
- single layer
- statistical tests
- feature space
- activation function
- supervised learning
- feature vectors
- unsupervised learning
- model selection
- multi layer
- feature set
- dimensionality reduction
- gaussian processes
- feature selection
- computer vision
- knn