Timeline for Data normalization and standardization in neural networks
Current License: CC BY-SA 2.5
19 events
| when toggle format | what | by | license | comment | |
|---|---|---|---|---|---|
| Nov 10, 2020 at 12:35 | answer | added | MUK | timeline score: 3 | |
| S Nov 5, 2019 at 12:36 | history | suggested | JoOkuma |
This question is about "normalization", "standardization" and not about the method "multidimensional-scaling"
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| Nov 5, 2019 at 11:05 | review | Suggested edits | |||
| S Nov 5, 2019 at 12:36 | |||||
| Aug 7, 2019 at 6:59 | comment | added | user3226167 | Rank-Gauss by Michael Jahrer. It is rank then make it gaussian. | |
| Aug 7, 2019 at 6:02 | answer | added | D Untouchable | timeline score: 2 | |
| Nov 10, 2017 at 7:25 | answer | added | JPJ | timeline score: 0 | |
| Jan 16, 2017 at 21:28 | answer | added | ryanjdillon | timeline score: 2 | |
| Aug 23, 2016 at 18:08 | answer | added | Ahmad Hassanat | timeline score: 32 | |
| Jan 18, 2016 at 7:54 | comment | added | seanv507 | If you are predicting a value (as you are) rather than a probability (ie regression rather than classification) you should always use a linear output function. | |
| Jan 13, 2016 at 9:41 | answer | added | prashanth | timeline score: 5 | |
| Aug 6, 2014 at 15:07 | comment | added | Paul | I gave a similar answer here stats.stackexchange.com/questions/29781/… but thought it was sufficiently different context that an answer could go here. There is a great usenet resource faqs.org/faqs/ai-faq/neural-nets/part2/section-16.html It gives in simple terms some of the issues and considerations when one wants to normalize/standardize/rescale the data. As it treats the subject from a machine learning perspective, and as your question is ML, it could have some relevance. | |
| May 4, 2011 at 12:29 | vote | accept | Boris Gorelik | ||
| Mar 2, 2011 at 9:37 | comment | added | bayerj | It's the same except for the whitening part. | |
| Mar 2, 2011 at 5:07 | history | edited | whuber♦ | CC BY-SA 2.5 |
added 8 characters in body; edited title; edited title
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| S Mar 2, 2011 at 5:07 | history | suggested | cardinal | CC BY-SA 2.5 |
typo correction in title
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| Mar 2, 2011 at 0:49 | review | Suggested edits | |||
| S Mar 2, 2011 at 5:07 | |||||
| Mar 1, 2011 at 20:50 | comment | added | user3484 | Z-scores normalisation is sometimes used but I have a funny feeling it may the another name for bayer's answer?? | |
| Mar 1, 2011 at 20:27 | answer | added | bayerj | timeline score: 54 | |
| Mar 1, 2011 at 18:53 | history | asked | Boris Gorelik | CC BY-SA 2.5 |