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.
corel16k008
mldr.datasets::get.mldr("corel16k008")
Summary
Instances | 13864 |
---|---|
Attributes | 668 |
Inputs | 500 |
Labels | 168 |
Labelsets | 4956 |
Single labelsets | 3169 |
Max frequency | 253 |
Cardinality | 2.883 |
Density | 0.0172 |
Mean IR | 36.2 |
SCUMBLE | 0.2894 |
TCS | 19.8469 |
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.