A novel hybrid of S2DPCA and SVM for knee osteoarthritis classification.
Rima Tri WahyuningrumLilik AnifahI. Ketut Eddy PurnamaMauridhi Hery PurnomoPublished in: CIVEMSA (2016)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification method
- feature selection
- classification algorithm
- svm classification
- feature vectors
- generalization ability
- machine learning
- high classification accuracy
- knn
- pattern recognition
- feature space
- classification accuracy
- improves the classification accuracy
- training set
- feature extraction
- k nearest neighbor
- decision boundary
- face recognition
- image feature extraction
- text classifiers
- text classification
- image classification
- training process
- partially supervised
- multi class
- support vector machine classifiers
- decision trees
- classification models
- neural network
- pattern classification
- unbalanced data
- machine learning algorithms
- kernel function
- recognition rate
- histogram intersection kernel
- multiclass support vector machines
- cost sensitive
- radial basis function
- supervised learning
- training data
- principal component analysis
- class labels
- dimensionality reduction
- training samples