Feature Selection for Privileged Modalities in Disease Classification.
Winston ZhangNajla Al TurkestaniJonas BianchiCelia LeRomain Deleat-BessonAntonio C. RuellasLucia H. S. CevidanesMarilia YatabeJoão Roberto GonçalvesErika BenavidesFabiana SokiJuan PrietoBeatriz PaniaguaJonathan GryakKayvan NajarianReza SoroushmehrPublished in: ML-CDS@MICCAI (2021)
Keyphrases
- feature selection
- classification accuracy
- text classification
- support vector
- classification models
- mutual information
- model selection
- feature space
- machine learning
- feature set
- method for feature selection
- support vector machine
- feature extraction
- feature selection algorithms
- high dimensionality
- irrelevant features
- classification performances
- pattern recognition
- support vector machine svm
- disease diagnosis
- classification method
- classification algorithm
- small sample
- accurate classification
- decision trees
- image classification
- decision level fusion
- bayes classifier
- class separability
- feature reduction
- web page classification
- feature selection and classification
- machine learning algorithms
- text categorization
- feature vectors
- feature level fusion
- data sets
- select relevant features
- dna microarray
- discriminative features
- ensemble classifier
- cross validation
- unsupervised learning
- multi class
- preprocessing
- training data