Classification of Erythematous - Squamous Skin Diseases Through SVM Kernels and Identification of Features with 1-D Continuous Wavelet Coefficient.
Yeliz KaracaAhmet SertbasSengül BayrakPublished in: ICCSA (2) (2018)
Keyphrases
- svm classification
- feature vectors
- svm classifier
- support vector
- feature space
- support vector machine svm
- classification method
- wavelet coefficients
- support vector machine
- extracted features
- feature extraction
- classification accuracy
- kernel function
- histogram intersection kernel
- feature set
- multiple kernel learning
- tree kernels
- image classification
- linear svm
- polynomial kernels
- classification algorithm
- training set
- feature selection
- kernel methods
- wavelet transform
- subband
- wavelet transformation
- feature maps
- machine learning
- wavelet packet transform
- standard svm
- wavelet decomposition
- train a support vector machine
- image features
- string kernels
- co occurrence
- text classification
- class labels
- multiresolution
- high frequency
- multiscale
- feature subset
- wavelet domain
- classification scheme
- face recognition
- training samples
- support vectors
- kernel svms