Integration of morphological preprocessing and fractal based feature extraction with recursive feature elimination for skin lesion types classification.
Saptarshi ChatterjeeDebangshu DeySugata MunshiPublished in: Comput. Methods Programs Biomed. (2019)
Keyphrases
- feature extraction
- preprocessing
- skin lesion
- feature selection
- pattern classification
- image processing
- feature vectors
- image classification
- recursive feature elimination
- terms of classification accuracy
- extracted features
- pattern recognition
- cancer diagnosis
- support vector machine svm
- classification accuracy
- support vector machine
- feature set
- face recognition
- machine learning
- data preprocessing
- svm rfe
- principal component analysis
- support vector
- computer aided
- svm classifier
- benchmark data sets
- preprocessing step
- dimensionality reduction
- decision rules
- texture analysis
- benchmark datasets
- feature subset selection
- kernel function
- training set
- feature space
- malignant melanoma