Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study.
Elisa FerrariPaolo BoscoSara CalderoniPiernicola OlivaLetizia PalumboGiovanna SperaMaria Evelina FantacciAlessandra ReticoPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- case study
- feature vectors
- decision trees
- feature extraction
- pattern recognition
- medical domain
- classification accuracy
- pattern classification
- support vector machine svm
- model selection
- novelty detection
- literature review
- automatic classification
- support vector machine
- classification algorithm
- outlier detection
- empirical studies
- data sets
- data points
- training set
- evidence based medicine