metadata
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
- 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 | @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.