Task-based visual interactive modeling: decision trees and rule-based classifiers

Visual analytics enables the coupling of machine learning models and humans in a tightly integrated workflow, addressing various analysis tasks. Each task poses distinct demands to analysts and decision-makers. In this survey, we focus on one canonical technique for rule-based classification, namely...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Streeb, D, Metz, Y, Schlegel, U, Schneider, B, El-Assady, M, Neth, H, Chen, M, Keim, DA
Format: Journal article
Sprache:English
Veröffentlicht: IEEE 2021