Turnbull, Douglas; Barrington, Luke; Torres, David; Lanckriet, Gert (2008). Semantic annotation and retrieval of music and sound effects. In Audio, Speech, and Language Processing, IEEE Transactions on, 16(2), 467--476.
cal500
mldr.datasets::get.mldr("cal500")
Summary
Instances | 502 |
---|---|
Attributes | 242 |
Inputs | 68 |
Labels | 174 |
Labelsets | 502 |
Single labelsets | 502 |
Max frequency | 1 |
Cardinality | 26.0438 |
Density | 0.1497 |
Mean IR | 20.5778 |
SCUMBLE | 0.3372 |
TCS | 15.5972 |
Citation
Turnbull, Douglas; Barrington, Luke; Torres, David; Lanckriet, Gert (2008). Semantic annotation and retrieval of music and sound effects. In Audio, Speech, and Language Processing, IEEE Transactions on, 16(2), 467--476.
@article{,
title="Semantic annotation and retrieval of music and sound effects",
author="Turnbull, Douglas and Barrington, Luke and Torres, David and Lanckriet, Gert",
journal="Audio, Speech, and Language Processing, IEEE Transactions on",
volume="16",
number="2",
pages="467--476",
year="2008"
}
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.