Record · corpus.blog/posts/01a087a3-fc83-71f8-9ac4-9cfa69c4e3e4

Understanding overfitting: an inaccurate meme in supervised learning

memosisland.blogspot.com · published 16 August 2017

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1blog citing

First cited: 7 Mar 2021
Most recent: 7 Mar 2021
Rank this month: not ranked
External links: 25
Words captured: 4,049

Cited by 1 blog in 1 post

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Blog

Newest citing post

Date

science-memo.blogspot.com1 post

Critical look on why deployed machine learning model performance degrade quickly Read at the source ↗

7 Mar 2021

Links from this post

Link

Host

http://www.kdnuggets.com/

kdnuggets.com

https://en.wikipedia.org/wiki/Gregory_Piatetsky-Shapiro

en.wikipedia.org

http://www.kdnuggets.com/2017/08/understanding-overfitting-meme-supervised-learning.html

kdnuggets.com

https://en.wikipedia.org/wiki/Overfitting

en.wikipedia.org

https://en.wikipedia.org/wiki/Cross-validation_(statistics

en.wikipedia.org

https://en.wikipedia.org/wiki/Regression_validation

en.wikipedia.org

https://en.wikipedia.org/wiki/Goodness_of_fit

en.wikipedia.org

https://en.wikipedia.org/wiki/Andrew_Gelman

en.wikipedia.org

https://en.wikipedia.org/wiki/Inverse_problem

en.wikipedia.org

https://en.wikipedia.org/wiki/Well-posed_problem

en.wikipedia.org

https://en.wikipedia.org/wiki/Occam%27s_razor

en.wikipedia.org

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjR79INJSl6COK8PCKfJVRijYfoZbLASH7ojXuan4j382kvuyg6OXGK_-SD9k8ddNCMqb-etUEPKQT2qf4LrPZXWEfUUQELeJ73hQIrbtJDJ2JawqjP9wEVXVUnTJA4LJ_s2LynmDDEyg/s1600/understand_overfitting.png

blogger.googleusercontent.com

https://en.wikipedia.org/wiki/Root-mean-square_deviation

en.wikipedia.org

http://pubs.acs.org/doi/abs/10.1021/ci0342472

pubs.acs.org

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizojyQOLOsCEExxv_fTcKuuO19iIGdj01LUfGx4ieNm8tIMc0b-v_Dbx27tUGjhl3prUy0J_tzSzDSb873B9nreoqlSpD-CINkffE_2vpFeTqFVP_cVv2IrEVLM08Is2PmX8ZFxa8c9YM/s1600/simdata.png

blogger.googleusercontent.com

http://www.springer.com/de/book/9780387310732?referer=www.springer.de

springer.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiF6oeGtxUtiPMZknAqUY3xnl2_RH6YRu0S7piHHBnc5g-Bs43gRy4q4GaMChuTneflHuo_3UXHVesjpjM4uYVE9t3ACU3265sig5P9q1fWH-UnwSY_ehyS47lS93KRtxf2npC_ZYLaBV0/s1600/over_training_g.png

blogger.googleusercontent.com

http://onlinelibrary.wiley.com/doi/10.1002/1097-0142(20010415

onlinelibrary.wiley.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpS8AuKM-2P1HIWL6wQ9HR_IsvLd5Q13hs-ShhB2KBY1OCH7zqVeU9JDrU6C4b6RER_6gzLJtT5cQaHWHoxr9k0bXLGoqm8xmvJcIfKEyo7iBvYoAfpF8lqHsj7fDava_PdBKmOIJP3Ks/s1600/over_training_h.png

blogger.googleusercontent.com

http://andrewgelman.com/2017/07/15/what-is-overfitting-exactly/

andrewgelman.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-pGy5iDqSfVVjj45IYUTWtcPCeevOBI4vA3-j7WYgnH1Xyflr_9C2iP7gcOWjHIRQbHReveaUhAgvkLBEOUzcS8pm9JMkGkp3GXbEMljikr7EF2RLlm6ot8ZXZh4-ooIZ9k8GjyZJe9s/s1600/test_set_predictions.png

blogger.googleusercontent.com

https://github.com/msuzen/memosisland/tree/master/understandingOverfitting

github.com

http://www.r-project.org/

r-project.org

https://stat.ethz.ch/R-manual/R-devel/library/stats/html/formula.html

stat.ethz.ch

https://stat.ethz.ch/R-manual/R-devel/library/stats/html/lm.html

stat.ethz.ch