AdaBoost typical Algorithm and its application research
Boosting is popular algorithm in the field of machine learning. Adaboost is the most typical Algorithm in the Boosting family. This paper introduces Boosting and its research status briefly, and introduces the typical algorithms of each series respectively.
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2017-01-01
|
| Series: | MATEC Web of Conferences |
| Subjects: | |
| Online Access: | https://doi.org/10.1051/matecconf/201713900222 |
| _version_ | 1818919949622575104 |
|---|---|
| author | Chengsheng Tu Huacheng Liu Bing Xu |
| author_facet | Chengsheng Tu Huacheng Liu Bing Xu |
| author_sort | Chengsheng Tu |
| collection | DOAJ |
| description | Boosting is popular algorithm in the field of machine learning. Adaboost is the most typical Algorithm in the Boosting family. This paper introduces Boosting and its research status briefly, and introduces the typical algorithms of each series respectively. |
| first_indexed | 2024-12-20T01:13:59Z |
| format | Article |
| id | doaj.art-a8ee7d6b86664d0289bcc3d8b5f073da |
| institution | Directory Open Access Journal |
| issn | 2261-236X |
| language | English |
| last_indexed | 2024-12-20T01:13:59Z |
| publishDate | 2017-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | MATEC Web of Conferences |
| spelling | doaj.art-a8ee7d6b86664d0289bcc3d8b5f073da2022-12-21T19:58:38ZengEDP SciencesMATEC Web of Conferences2261-236X2017-01-011390022210.1051/matecconf/201713900222matecconf_icmite2017_00222AdaBoost typical Algorithm and its application researchChengsheng TuHuacheng LiuBing XuBoosting is popular algorithm in the field of machine learning. Adaboost is the most typical Algorithm in the Boosting family. This paper introduces Boosting and its research status briefly, and introduces the typical algorithms of each series respectively.https://doi.org/10.1051/matecconf/201713900222Machine learningAdaboost Boosting algorithmText categorizationCombining prediction |
| spellingShingle | Chengsheng Tu Huacheng Liu Bing Xu AdaBoost typical Algorithm and its application research MATEC Web of Conferences Machine learning Adaboost Boosting algorithm Text categorization Combining prediction |
| title | AdaBoost typical Algorithm and its application research |
| title_full | AdaBoost typical Algorithm and its application research |
| title_fullStr | AdaBoost typical Algorithm and its application research |
| title_full_unstemmed | AdaBoost typical Algorithm and its application research |
| title_short | AdaBoost typical Algorithm and its application research |
| title_sort | adaboost typical algorithm and its application research |
| topic | Machine learning Adaboost Boosting algorithm Text categorization Combining prediction |
| url | https://doi.org/10.1051/matecconf/201713900222 |
| work_keys_str_mv | AT chengshengtu adaboosttypicalalgorithmanditsapplicationresearch AT huachengliu adaboosttypicalalgorithmanditsapplicationresearch AT bingxu adaboosttypicalalgorithmanditsapplicationresearch |