Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers.
Stephen NotleyMalik Magdon-IsmailPublished in: CoRR (2018)
Keyphrases
- k nearest neighbor
- deep learning
- knn classifier
- support vector
- neural network
- knn
- feature selection
- feature extraction
- support vector machine
- support vector machine svm
- svm classifier
- unsupervised learning
- nearest neighbor
- machine learning
- radial basis function
- k nearest neighbour
- pattern recognition
- text categorization
- classification method
- linear discriminant analysis
- mental models
- nearest neighbour
- text classification
- classification accuracy
- training data
- multi layer perceptron
- kernel function
- feature set
- binary classification tasks
- hyperplane
- multilayer perceptron
- pattern classification
- back propagation
- training examples
- supervised learning
- dimensionality reduction
- decision trees
- data sets
- multi class
- artificial neural networks
- high dimensional
- multiscale
- class probabilities
- image processing
- information retrieval