A Variable Selection Analysis for Soundscape Emotion Modeling Using Decision Tree Regression and Modern Information Criteria

During the last decade, soundscape research has become one of the most active topics in Acoustics. This work provides a nonlinear variable selection analysis over the well-known dataset ‘emo-soundscapes’. Namely, we provide a selection of the soundscape indicators using a nonli...

Full description

Bibliographic Details
Main Authors: Roberto San Millan-Castillo, Luca Martino, Eduardo Morgado
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10583882/