AdaBoost: Revision history

23 November 2024

• curprev 19:4819:48, 23 November 2024 GregariousMadness talk contribs m 25,486 bytes +21 Added machine learning category. undo

13 November 2024

• curprev 09:2809:28, 13 November 2024 Maltimore talk contribs 25,465 bytes −117 →Training: remove redundant sentence undo Tag: Visual edit

28 October 2024

• curprev 23:4823:48, 28 October 2024 Perceptron599 talk contribs 25,582 bytes −4 No edit summary undo Tags: Mobile edit Mobile web edit
• curprev 23:4523:45, 28 October 2024 Perceptron599 talk contribs 25,586 bytes −104 Minor intro improvements undo Tags: Mobile edit Mobile web edit

20 June 2024

• curprev 07:5807:58, 20 June 2024 134.59.95.59 talk 25,690 bytes +45 →Derivation: I learned a lot from the article and sincerely thank the authors. Just a small detail: In the derivation paragraph, after identifying the term in the error E that depends on k_{m}, we try to minimize it. Without constraint, this minimization with respect to k_{m} is performed for k_{m}(x_{i}) =y_{i}, i.e. the exact classifier. It's only because k_{m} is constrained to belong to an a priori set of classifiers that the solution is non-trivial. undo

29 April 2024

• curprev 15:3215:32, 29 April 2024 160.78.253.164 talk 25,645 bytes −1 →Example algorithm (Discrete AdaBoost) undo

20 April 2024

• curprev 03:4103:41, 20 April 2024 106.180.225.81 talk 25,646 bytes −4 →Example algorithm (Discrete AdaBoost) undo

6 March 2024

• curprev 00:1300:13, 6 March 2024 Bennett Yao talk contribs 25,650 bytes 0 No edit summary undo Tag: Visual edit

4 March 2024

• curprev 20:3220:32, 4 March 2024 Hellacioussatyr talk contribs 25,650 bytes +424 No edit summary undo Tag: Visual edit

1 September 2023

• curprev 21:0521:05, 1 September 2023 AManWithNoPlan talk contribs 25,226 bytes +2 book vs journal undo

15 August 2023

• curprev 11:2911:29, 15 August 2023 Disgracetw talk contribs 25,224 bytes +29 →Derivation undo

16 June 2023

• curprev 23:5623:56, 16 June 2023 Citation bot talk contribs 25,195 bytes −49 Removed proxy/dead URL that duplicated identifier. | Use this bot. Report bugs. | Suggested by Headbomb | Linked from Wikipedia:WikiProject_Academic_Journals/Journals_cited_by_Wikipedia/Sandbox2 | #UCB_webform_linked 22/999 undo

3 February 2023

• curprev 21:1021:10, 3 February 2023 154.187.155.68 talk 25,244 bytes −42 →Training undo

29 January 2023

• curprev 04:2004:20, 29 January 2023 OAbot talk contribs m 25,286 bytes +17 Open access bot: doi added to citation with #oabot. undo

27 October 2022

• curprev 21:2721:27, 27 October 2022 31.208.23.79 talk 25,269 bytes +4 No edit summary undo

13 September 2022

• curprev 10:4710:47, 13 September 2022 Joaofbravo talk contribs m 25,265 bytes 0 →Statistical understanding of boosting undo

7 September 2022

• curprev 18:4118:41, 7 September 2022 Joaofbravo talk contribs 25,265 bytes +9 →Weighting undo
• curprev 18:3218:32, 7 September 2022 Joaofbravo talk contribs m 25,256 bytes +3 →Boosting as gradient descent undo Tag: Visual edit
• curprev 18:3118:31, 7 September 2022 Joaofbravo talk contribs m 25,253 bytes −2 Corrected function reference undo Tag: Visual edit
• curprev 18:0918:09, 7 September 2022 94.63.49.223 talk 25,255 bytes +1 →corrected index undo

1 August 2022

• curprev 02:3002:30, 1 August 2022 Neils51 talk contribs m 25,254 bytes +23 →top: add template undo

25 July 2022

• curprev 08:3208:32, 25 July 2022 Citation bot talk contribs 25,231 bytes +37 Alter: pages. Add: doi, authors 1-1. Removed parameters. Formatted dashes. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Abductive | #UCB_webform 1446/3850 undo

24 June 2022

• curprev 22:1722:17, 24 June 2022 Cosmia Nebula talk contribs 25,194 bytes +898 →top: binary, multic/ass undo Tag: Visual edit
• curprev 07:3807:38, 24 June 2022 62.194.27.225 talk 24,296 bytes +1 Fix comma undo

12 June 2022

• curprev 10:4310:43, 12 June 2022 Anandhu Dileep talk contribs 24,295 bytes −1,148 →Choosing αt: Got rid of redundant information undo Tag: Visual edit

5 June 2022

• curprev 12:2212:22, 5 June 2022 Anandhu Dileep talk contribs m 25,443 bytes +4 →Statistical understanding of boosting undo Tag: Visual edit
• curprev 12:1912:19, 5 June 2022 Anandhu Dileep talk contribs m 25,439 bytes +8 →Statistical understanding of boosting undo Tag: Visual edit

17 March 2022

• curprev 20:0220:02, 17 March 2022 Isaaciswiki talk contribs 25,431 bytes +672 Added note about a recent development in AdaBoost research that found that they can be leveraged to combine stronger learners. undo

11 February 2022

• curprev 14:1214:12, 11 February 2022 Martinalex000 talk contribs m 24,759 bytes +39 →Training undo
• curprev 14:0514:05, 11 February 2022 Martinalex000 talk contribs m 24,720 bytes +2 →Training undo

29 January 2022

• curprev 02:1702:17, 29 January 2022 Citation bot talk contribs 24,718 bytes 0 Alter: template type. | Use this bot. Report bugs. | Suggested by AManWithNoPlan | #UCB_webform 94/1776 undo

22 November 2021

• curprev 14:3614:36, 22 November 2021 136.158.34.0 talk 24,718 bytes −2 →Training undo Tag: Manual revert
• curprev 14:2714:27, 22 November 2021 136.158.34.0 talk 24,720 bytes +3 →Training undo Tag: Reverted
• curprev 14:2714:27, 22 November 2021 136.158.34.0 talk 24,717 bytes −1 →Training undo Tag: Reverted

20 November 2021

• curprev 14:2414:24, 20 November 2021 213.123.51.210 talk 24,718 bytes +18 →Choosing {{mvar|αt}} undo

18 September 2021

• curprev 18:3718:37, 18 September 2021 Citation bot talk contribs 24,700 bytes +78 Alter: publisher. Add: page, volume, journal, pages. | Use this bot. Report bugs. | Suggested by Grimes2 | Category:CS1 maint: extra punctuation | #UCB_Category 214/315 undo

10 September 2021

• curprev 16:2216:22, 10 September 2021 Per W talk contribs m 24,622 bytes +88 →Derivation: ref undo

31 July 2021

• curprev 20:5020:50, 31 July 2021 Leopd talk contribs 24,534 bytes −1,040 →Training: Removing overview paragraph which was confusingly irrelevant and incorrect. It contained true ML facts about the curse of dimensionality. But Adaboost has no concept of features, so this is irrelevant. Moreover the paragraph incorrectly stated that Adaboost considers which features to use, which it cannot as it is a meta learner. Only the learners can consider the raw features. undo Tags: Mobile edit Mobile web edit

26 May 2021

• curprev 08:4808:48, 26 May 2021 2a01:e34:eca3:c5e0:2b4a:93bd:dfae:2aa4 talk 25,574 bytes +2 →Choosing {{mvar|αt}} undo

6 May 2021

• curprev 01:5201:52, 6 May 2021 OAbot talk contribs m 25,572 bytes +17 Open access bot: doi added to citation with #oabot. undo

4 May 2021

• curprev 10:1410:14, 4 May 2021 Citation bot talk contribs 25,555 bytes +48 Alter: pages. Add: s2cid, doi. Formatted dashes. | Use this bot. Report bugs. | Suggested by Headbomb | Linked from Wikipedia:WikiProject_Academic_Journals/Journals_cited_by_Wikipedia/Sandbox | #UCB_webform_linked 23/999 undo

2 May 2021

• curprev 20:4920:49, 2 May 2021 Rotondus talk contribs m 25,507 bytes +21 →References: page layout undo

22 April 2021

• curprev 21:4121:41, 22 April 2021 102.166.92.40 talk 25,486 bytes −17 No edit summary undo

2 April 2021

• curprev 18:2318:23, 2 April 2021 87.222.165.56 talk 25,503 bytes +2 No edit summary undo

14 March 2021

• curprev 04:5404:54, 14 March 2021 Reywas92 talk contribs m 25,501 bytes −9 ce (via WP:JWB) undo

24 February 2021

• curprev 13:1513:15, 24 February 2021 MrOllie talk contribs 25,510 bytes −106 Restored revision 1002664464 by 150.140.141.253 (talk): WP:EL undo Tags: Twinkle Undo
• curprev 08:5208:52, 24 February 2021 Johncasey talk contribs 25,616 bytes +106 python implementation undo Tag: Reverted

25 January 2021

• curprev 14:4114:41, 25 January 2021 150.140.141.253 talk 25,510 bytes −318 Removed a remark that was based on anecdotal evidence by a non peer-reviewed source. Morever the original meaning was poorly understood and presented. undo Tag: references removed

15 December 2020

• curprev 02:2402:24, 15 December 2020 KuroNekoNiyah talk contribs 25,828 bytes +73 Adding local short description: "Adaptive boosting based machine learning algorithm", overriding Wikidata description "boosting algorithm" (Shortdesc helper) undo

13 December 2020

• curprev 06:2306:23, 13 December 2020 98.253.30.101 talk 25,755 bytes −4 →Choosing {{mvar|αt}} undo Tag: Manual revert