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--- |
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language: |
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- ru |
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multilinguality: |
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- monolingual |
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license: other |
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license_name: topicnet |
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license_link: >- |
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https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt |
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task_categories: |
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- text-classification |
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task_ids: |
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- topic-classification |
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- multi-class-classification |
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- multi-label-classification |
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tags: |
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- topic-modeling |
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- topic-modelling |
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- text-clustering |
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- multimodal-data |
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- multimodal-learning |
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- modalities |
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- document-representation |
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--- |
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# ICD-10 (МКБ-10) |
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Some measurable characteristics of the dataset: |
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* D — number of documents |
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* <modality name> W — modality dictionary size (number of unique tokens) |
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* <modality name> len D — average document length in modality tokens (number of tokens) |
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* <modality name> len D uniq — average document length in unique modality tokens (number of unique tokens) |
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| | D | @text W | @text len D | @text len D uniq | @letter W | @letter len D | @letter len D uniq | |
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|:------|------------:|-----------------:|---------------------:|--------------------------:|-------------------:|-----------------------:|----------------------------:| |
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| value | 1733 | 953168 | 550.01 | 550.01 | 1733 | 1 | 1 | |
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Information about document lengths in modality tokens: |
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| | len_total@text | len_total@letter | len_uniq@text | len_uniq@letter | |
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|:-----|-----------------:|-------------------:|----------------:|------------------:| |
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| mean | 550.01 | 1 | 550.01 | 1 | |
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| std | 736.858 | 0 | 736.858 | 0 | |
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| min | 7 | 1 | 7 | 1 | |
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| 25% | 148 | 1 | 148 | 1 | |
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| 50% | 300 | 1 | 300 | 1 | |
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| 75% | 640 | 1 | 640 | 1 | |
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| max | 8042 | 1 | 8042 | 1 | |
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**Metadata**: known class labels (25 classes). See [ICD-10 chapters](https://en.wikipedia.org/wiki/ICD-10#Chapters). |
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