--- 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.