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.
corel16k005
Summary
Instances | 13847 |
---|---|
Attributes | 660 |
Inputs | 500 |
Labels | 160 |
Labelsets | 5034 |
Single labelsets | 3293 |
Max frequency | 252 |
Cardinality | 2.8577 |
Density | 0.0179 |
Mean IR | 34.9364 |
SCUMBLE | 0.285 |
TCS | 19.8138 |
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.
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.