A note on estimation of users’ emotion evoked during listening to music -Performance improvement based on fusion of multiple estimation results-

Abstract

This paper present estimation of users’ emotion evoked during listening to music. In our method, we focus on RUSBagging SVMs as a pattern recognition method to solve the data imbalance problem. RUSBagging SVMs is a pattern recognition method constructing several sub-datasets and perform classification realizing decision-level fusion. We expect that RUSBagging SVMs performs better classification compared to the conventional methods. In the experiments, we compare the result of RUSBagging SVMs and those of several methods.