Finding the most appropriate variable selection algorithm per learning algorithm through experimental procedure

• Κύριος συγγραφέας: Κουτελάκης, Σταμάτης
• Άλλοι συγγραφείς: Koutelakis, Stamatis
• Γλώσσα: Greek
• Έκδοση: 2022
• Θέματα: Variable selection; Experimental procedure; Learning algorithms; Machine learning; Επιλογή μεταβλητής; Πειραματική διαδικασία; Αλγόριθμοι μάθησης; Μηχανική μάθηση

The subject’s study of this specific thesis is the study, the analysis and the comparison of a multitude of variable selection techniques through an experimental evaluation on 10 conventional data sets. In Chapter 2, we present the categories of variable selection methods as well as their mathematic...