Accuracy Enhancement for Breast Cancer Detection Using Classification and Feature Selection.
Somil JainPuneet KumarPublished in: Int. J. Inf. Retr. Res. (2022)
Keyphrases
- feature selection
- classification accuracy
- feature reduction
- classification models
- fold cross validation
- feature space
- machine learning
- classification performances
- feature set
- feature extraction
- support vector
- text classification
- information gain
- irrelevant features
- text categorization
- small samples
- feature and instance selection
- support vector machine
- accuracy rate
- higher classification accuracy
- breast cancer detection
- feature selection algorithms
- model selection
- feature selection and classification
- training set
- discriminative features
- feature subset
- classification rate
- image processing
- decision trees
- feature ranking
- image classification
- high dimensionality
- multi class
- unsupervised learning
- feature vectors
- training data
- support vector machine svm
- early stage
- classification method
- microarray datasets
- pattern recognition
- models built
- three dimensional
- svm classifier
- mutual information