Barnard, K.; Duygulu, P.; Forsyth, D.; de Freitas, N.; Blei, D. M.; Jordan, M. I. (2003). Matching words and pictures. In Journal of Machine Learning Research, 3(), 1107--1135.
corel16k004
mldr.datasets::get.mldr("corel16k004")
Summary
Instances | 13837 |
---|---|
Attributes | 662 |
Inputs | 500 |
Labels | 162 |
Labelsets | 4860 |
Single labelsets | 3112 |
Max frequency | 250 |
Cardinality | 2.842 |
Density | 0.0175 |
Mean IR | 35.8989 |
SCUMBLE | 0.2772 |
TCS | 19.791 |
Citation
Barnard, K.; Duygulu, P.; Forsyth, D.; de Freitas, N.; Blei, D. M.; Jordan, M. I. (2003). Matching words and pictures. In Journal of Machine Learning Research, 3(), 1107--1135.
@article{,
title = "Matching words and pictures",
author = "Barnard, K. and Duygulu, P. and Forsyth, D. and de Freitas, N. and Blei, D. M. and Jordan, M. I.",
journal = "Journal of Machine Learning Research",
year = "2003",
volume = "3",
pages = "1107--1135",
}
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.