随机森林
Sign in to saveAlso known as random forests, randomized trees, RF
statistical algorithm that is used to cluster points of data in functional groups
Research
50,085 papers- A review on longitudinal data analysis with random forest.Briefings in bioinformatics · 2023
- Development and testing of a random forest-based machine learning model for predicting events among breast cancer patients with a poor response to neoadjuvant chemotherapy.European journal of medical research · 2023
- Use and misuse of random forest variable importance metrics in medicine: demonstrations through incident stroke prediction.BMC medical research methodology · 2023
- Random forest-based simultaneous and proportional myoelectric control system for finger movements.Computer methods in biomechanics and biomedical engineering · 2023
- Prediction of Breast Cancer Through Random Forest.Current medical imaging · 2023
via PubMed
Wikidata facts
- Instance of
- algorithm
- Part of
- ensemble learning
Show 5 more facts
- inception
- 2001-00-00
- Commons category
- Random forest
- Stack Exchange tag
- stackoverflow.com/tags/random-forest
- discoverer or inventor
- Leo Breiman
via Wikidata · CC0
Article · 中文
在機器學習中，隨機森林是一個包含多個決策樹的分類器，並且其輸出的類別是由個別樹輸出的類別的眾數而定。 這個術語是1995年由貝爾實驗室的所提出的隨機決策森林（random decision forests）而來的。 然后和發展出推論出隨機森林的演算法。而"Random Forests"是他們的商標。 這個方法則是結合Breimans的""想法和Ho的""以建造決策樹的集合。
Abstract from DBpedia / Wikipedia · CC BY-SA