| 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 | |
| # Stanford Triplets | |
| Some measurable characteristics of the dataset: | |
| * D — number of documents | |
| * <modality name> W — modality dictionary size (number of unique tokens) | |
| * <modality name> len D — average document length in modality tokens (number of tokens) | |
| * <modality name> 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 | 963564 | 3.55391e+09 | 3688.3 | 962.404 | | |
| Information about document lengths in modality tokens: | |
| | | len_total@word | len_uniq@word | | |
| |:-----|-----------------:|----------------:| | |
| | mean | 3688.3 | 962.404 | | |
| | std | 3482.8 | 458.434 | | |
| | min | 0 | 0 | | |
| | 25% | 1791 | 665 | | |
| | 50% | 2835 | 878 | | |
| | 75% | 4608 | 1184 | | |
| | max | 754814 | 17874 | | |
| **Metadata**: There are triplets that can be used to measure quality. | |