Read, Jesse (2010). Scalable multi-label classification.
langlog
mldr.datasets::get.mldr("langlog")
Summary
Instances | 1460 |
---|---|
Attributes | 1079 |
Inputs | 1004 |
Labels | 75 |
Labelsets | 304 |
Single labelsets | 189 |
Max frequency | 207 |
Cardinality | 1.1801 |
Density | 0.0157 |
Mean IR | 39.2669 |
SCUMBLE | 0.051 |
TCS | 16.9463 |
Citation
Read, Jesse (2010). Scalable multi-label classification.
@phdthesis{,
title="Scalable multi-label classification",
author="Read, Jesse",
year="2010",
school="University of Waikato"
}
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.