• 내용으로 건너뛰기

Out of the Box

사용자 도구

  • 로그인

사이트 도구

  • 최근 바뀜
  • 미디어 관리자
  • 사이트맵
추적: • autonomous_driving • 2024-03_dipaco_distributed_path_composition • qa_system • 2023-10_a_general_theoretical_paradigm_to_understand_learning_from_human_preferences • a_generalized_framework_for_population_based_training • 2021-01_addressing_some_limitations_of_transformers_with_feedback_memory • rlhf • 2020-12_deepmind_lab2d • ray_interference_a_source_of_plateaus_in_deep_reinforcement_learning • data_mining

old_topic:data_mining

문서의 이전 판입니다!


목차

  • Data Mining
    • Imbalanced data problem
    • Survival Analysis
    • Data Cleaning
    • Dataset

Data Mining

Imbalanced data problem

  • http://www.svds.com/learning-imbalanced-classes/
  • http://machinelearningmastery.com/tactics-to-combat-imbalanced-classes-in-your-machine-learning-dataset/
  • P. Branco, L. Torgo, and R. Ribeiro, “A Survey of Predictive Modelling under Imbalanced Distributions,” arXiv:1505.01658 [cs], May 2015.

Survival Analysis

  • https://github.com/aburke99/gdc-analyzing-churn/blob/master/gdc.ipynb
  • https://plot.ly/ipython-notebooks/survival-analysis-r-vs-python/
  • https://lifelines.readthedocs.io/en/latest/index.html

Data Cleaning

  • http://openrefine.org/

Dataset

  • https://research.google.com/audioset/
    • https://research.googleblog.com/2017/03/announcing-audioset-dataset-for-audio.html
  • https://archive.org/details/2015_reddit_comments_corpus
  • https://github.com/mdeff/fma
  • https://magenta.tensorflow.org/datasets/nsynth
  • https://github.com/zalandoresearch/fashion-mnist/blob/master/README.md
    • https://github.com/hardmaru/pytorch_notebooks/blob/master/pytorch_tiny_custom_mnist_adam.ipynb
  • 자율 자동차
    • http://blog.mapillary.com/product/2017/05/03/mapillary-vistas-dataset.html
/var/www/html/data/pages/old_topic/data_mining.txt · 마지막으로 수정됨: 2024/03/23 02:42 저자 127.0.0.1

문서 도구

  • 원본 보기
  • 이전 판
  • 역링크
  • Fold/unfold all
  • 맨 위로
별도로 명시하지 않을 경우, 이 위키의 내용은 다음 라이선스에 따라 사용할 수 있습니다: CC Attribution-Noncommercial-Share Alike 4.0 International
CC Attribution-Noncommercial-Share Alike 4.0 International Donate Powered by PHP Valid HTML5 Valid CSS Driven by DokuWiki