Comparison of Class Separability, Forward Sequential Search and Genetic Algorithms for Feature Selection in the Classification of Individual and Clustered Microcalcifications in Digital Mammograms.
Rolando R. Hernández-CisnerosHugo Terashima-MarínSantiago E. Conant-PablosPublished in: ICIAR (2007)
Keyphrases
- digital mammograms
- class separability
- clustered microcalcifications
- feature selection
- sequential search
- benign and malignant
- receiver operating characteristic
- dimensionality reduction
- feature space
- discriminant analysis
- linear discriminant analysis
- feature extraction
- machine learning
- support vector
- nearest neighbor search
- text classification
- classification accuracy
- roc curve
- feature set
- multiresolution
- high dimensional