Timeline for Finding the best features in interaction models
Current License: CC BY-SA 3.0
20 events
| when toggle format | what | by | license | comment | |
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| Aug 12, 2018 at 7:25 | comment | added | arielf | Not necessarily. Accuracy would often go up when there are more features to learn from. However, if the features are in practice noise, or too rare to generalize from, they might. Most real-life models have some error component. More data can lead to higher confidence in the accuracy of the model. | |
| Aug 11, 2018 at 23:16 | comment | added | matanox | Would that directly imply that trimming away the weak interactions would improve model accuracy? | |
| Feb 6, 2015 at 19:04 | history | edited | arielf | CC BY-SA 3.0 |
it is no longer correct to say that vw is a linear learner since it now supports neural-nets, polynomial and more
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| Jul 7, 2014 at 2:47 | history | wiki removed | cardinal | ||
| Jul 6, 2014 at 23:18 | history | edited | arielf | CC BY-SA 3.0 |
formatting for more clarity (when I originally wrote this, I was less familiar with SO markdown)
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| Aug 4, 2013 at 5:05 | history | edited | arielf | CC BY-SA 3.0 |
update vw-varinfo usage call (no longer requires -P passthrough option)
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| Feb 12, 2013 at 16:30 | history | edited | arielf | CC BY-SA 3.0 |
Windows port is working too by now
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| Jan 1, 2013 at 6:37 | history | edited | arielf | CC BY-SA 3.0 |
removed --exact_adaptive_norm, the vanilla defaults in version 7.x (--normalize --adaptive --invariant) now tend to give better results
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| Jul 28, 2012 at 6:18 | history | edited | arielf | CC BY-SA 3.0 |
better wording + clarifications
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| Jul 22, 2012 at 2:59 | history | edited | arielf | CC BY-SA 3.0 |
better organization via section titles, tone down evangelization and a few clearer sentences
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| Jul 21, 2012 at 20:33 | history | edited | arielf | CC BY-SA 3.0 |
added 207 characters in body
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| Jul 21, 2012 at 20:06 | history | edited | arielf | CC BY-SA 3.0 |
corrected interpretation of output: there are 3 ties at the top
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| Jul 21, 2012 at 19:57 | history | edited | arielf | CC BY-SA 3.0 |
fix typo and simplification
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| Jul 21, 2012 at 19:51 | history | edited | arielf | CC BY-SA 3.0 |
added a working data-set and example
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| Jul 21, 2012 at 17:36 | history | edited | arielf | CC BY-SA 3.0 |
more small improvements and clarifications
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| Jul 21, 2012 at 10:22 | history | edited | arielf | CC BY-SA 3.0 |
more small typo fixing and formatting
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| Jul 21, 2012 at 10:17 | history | edited | arielf | CC BY-SA 3.0 |
more small typo fixing and formatting
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| Jul 21, 2012 at 10:12 | history | edited | arielf | CC BY-SA 3.0 |
more
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| Jul 21, 2012 at 9:54 | history | edited | arielf | CC BY-SA 3.0 |
better grammar and organization
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| Jul 21, 2012 at 9:44 | history | answered | arielf | CC BY-SA 3.0 |