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...

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發表在:	IEEE Access
Main Authors:	Roberto San Millan-Castillo, Luca Martino, Eduardo Morgado
格式:	Article
語言:	英语
出版:	IEEE 2024-01-01
主題:	Soundscape emotion recognition decision tree regression ranking methods variable selection
在線閱讀:	https://ieeexplore.ieee.org/document/10583882/