---
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).