Wieczorkowska, A.; Synak, P.; Ra'{s (2006). Multi-Label Classification of Emotions in Music. In Intelligent Information Processing and Web Mining, 307--315.
emotions
mldr.datasets::get.mldr("emotions")
Summary
Instances | 593 |
---|---|
Attributes | 78 |
Inputs | 72 |
Labels | 6 |
Labelsets | 27 |
Single labelsets | 4 |
Max frequency | 81 |
Cardinality | 1.8685 |
Density | 0.3114 |
Mean IR | 1.4781 |
SCUMBLE | 0.011 |
TCS | 9.3643 |
Citation
Wieczorkowska, A.; Synak, P.; Ra'{s (2006). Multi-Label Classification of Emotions in Music. In Intelligent Information Processing and Web Mining, 307--315.
@incollection{,
title = "Multi-Label Classification of Emotions in Music",
author = "Wieczorkowska, A. and Synak, P. and Ra'{s}, Z.",
booktitle = "Intelligent Information Processing and Web Mining",
year = "2006",
volume = "35",
chapter = "30",
pages = "307--315"
}
Concurrence plot
In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.