Datasets:
metadata
language:
- en
multilinguality:
- monolingual
license: other
license_name: topicnet
license_link: >-
https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt
task_categories:
- text-classification
task_ids:
- topic-classification
- multi-class-classification
- multi-label-classification
tags:
- topic-modeling
- topic-modelling
- text-clustering
- multimodal-data
- multimodal-learning
- modalities
- document-representation
NIPS
Some measurable characteristics of the dataset:
- D — number of documents
- W — modality dictionary size (number of unique tokens)
- len D — average document length in modality tokens (number of tokens)
- len D uniq — average document length in unique modality tokens (number of unique tokens)
D | @word W | @word len D | @word len D uniq | |
---|---|---|---|---|
value | 7241 | 1.18333e+07 | 1634.21 | 644.49 |
Information about document lengths in modality tokens:
len_total@word | len_uniq@word | |
---|---|---|
mean | 1634.21 | 644.49 |
std | 481.923 | 162.31 |
min | 0 | 0 |
25% | 1249 | 524 |
50% | 1663 | 641 |
75% | 1978 | 755 |
max | 6000 | 1513 |
There are several dataset versions used in other works.