README.md

metadata

annotations_creators:
  - found
language_creators:
  - found
language:
  - en
license:
  - unknown
multilinguality:
  - monolingual
size_categories:
  - 1M<n<10M
source_datasets:
  - extended|other-yahoo-answers-corpus
task_categories:
  - text-classification
task_ids:
  - topic-classification
pretty_name: YahooAnswersTopics
dataset_info:
  config_name: yahoo_answers_topics
  features:
    - name: id
      dtype: int32
    - name: topic
      dtype:
        class_label:
          names:
            '0': Society & Culture
            '1': Science & Mathematics
            '2': Health
            '3': Education & Reference
            '4': Computers & Internet
            '5': Sports
            '6': Business & Finance
            '7': Entertainment & Music
            '8': Family & Relationships
            '9': Politics & Government
    - name: question_title
      dtype: string
    - name: question_content
      dtype: string
    - name: best_answer
      dtype: string
  splits:
    - name: train
      num_bytes: 760285695
      num_examples: 1400000
    - name: test
      num_bytes: 32653862
      num_examples: 60000
  download_size: 533429663
  dataset_size: 792939557
configs:
  - config_name: yahoo_answers_topics
    data_files:
      - split: train
        path: yahoo_answers_topics/train-*
      - split: test
        path: yahoo_answers_topics/test-*
    default: true
train-eval-index:
  - config: yahoo_answers_topics
    task: text-classification
    task_id: multi_class_classification
    splits:
      train_split: train
      eval_split: test
    col_mapping:
      question_content: text
      topic: target
    metrics:
      - type: accuracy
        name: Accuracy
      - type: f1
        name: F1 macro
        args:
          average: macro
      - type: f1
        name: F1 micro
        args:
          average: micro
      - type: f1
        name: F1 weighted
        args:
          average: weighted
      - type: precision
        name: Precision macro
        args:
          average: macro
      - type: precision
        name: Precision micro
        args:
          average: micro
      - type: precision
        name: Precision weighted
        args:
          average: weighted
      - type: recall
        name: Recall macro
        args:
          average: macro
      - type: recall
        name: Recall micro
        args:
          average: micro
      - type: recall
        name: Recall weighted
        args:
          average: weighted

Dataset Card for "Yahoo Answers Topics"

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: Add homepage URL here if available (unless it's a GitHub repository)
• Repository: https://github.com/LC-John/Yahoo-Answers-Topic-Classification-Dataset
• Paper: If the dataset was introduced by a paper or there was a paper written describing the dataset, add URL here (landing page for Arxiv paper preferred)
• Leaderboard: If the dataset supports an active leaderboard, add link here
• Point of Contact: If known, name and email of at least one person the reader can contact for questions about the dataset.

Dataset Summary

[More Information Needed]

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

[More Information Needed]

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

[More Information Needed]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

[More Information Needed]

Contributions

Thanks to @patil-suraj for adding this dataset.