| | --- |
| | language: |
| | - ru |
| | 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 |
| | --- |
| | |
| |
|
| | # ICD-10 (МКБ-10) |
| |
|
| | 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 | @text W | @text len D | @text len D uniq | @letter W | @letter len D | @letter len D uniq | |
| | |:------|------------:|-----------------:|---------------------:|--------------------------:|-------------------:|-----------------------:|----------------------------:| |
| | | value | 1733 | 953168 | 550.01 | 550.01 | 1733 | 1 | 1 | |
| |
|
| |
|
| | Information about document lengths in modality tokens: |
| |
|
| |
|
| | | | len_total@text | len_total@letter | len_uniq@text | len_uniq@letter | |
| | |:-----|-----------------:|-------------------:|----------------:|------------------:| |
| | | mean | 550.01 | 1 | 550.01 | 1 | |
| | | std | 736.858 | 0 | 736.858 | 0 | |
| | | min | 7 | 1 | 7 | 1 | |
| | | 25% | 148 | 1 | 148 | 1 | |
| | | 50% | 300 | 1 | 300 | 1 | |
| | | 75% | 640 | 1 | 640 | 1 | |
| | | max | 8042 | 1 | 8042 | 1 | |
| |
|
| |
|
| | **Metadata**: known class labels (25 classes). See [ICD-10 chapters](https://en.wikipedia.org/wiki/ICD-10#Chapters). |
| |
|
