Classification of Psychosomatic's Symptoms of Depression: Iliou Versus PCA Preprocessing Methods.
Theodoros IliouGeorgia KonstantopoulouKonstantinos AnastasopoulosChristina LymperopoulouGeorgios MantasJonathan RodriguezDimitrios K. LymberopoulosGeorge C. AnastassopoulosPublished in: CAMAD (2020)
Keyphrases
- preprocessing
- feature extraction
- classification method
- principle component analysis
- machine learning methods
- robust classification
- principal component analysis
- benchmark data sets
- support vector machine
- classification systems
- feature space
- decision trees
- machine learning algorithms
- classification accuracy
- significant improvement
- feature vectors
- classification scheme
- extracting features
- feature extraction and classification
- benchmark datasets
- cross validation
- svm classifier
- supervised learning
- training set
- support vector
- support vector machine svm
- independent component analysis
- dimension reduction
- model selection
- classification models
- dimensionality reduction
- multiclass classification
- terms of classification accuracy
- multi class
- k means
- preprocessing steps