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Why does one hot encoding improve machine learning performance?

...e. The three possible values of w×x are 0, w and 2×w. Either these three all lead to the same decision (they're all < b or ≥b) or "UK" and "French" lead to the same decision, or "French" and "US" give the same decision. There's no possibility for the model to learn that "UK" and "US" should b...
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What is the difference between Type and Class?

...primitives are classes (or more exactly structs). – dalle Jan 22 '09 at 7:10 4 @dalle: agreed, th...
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Authoritative position of duplicate HTTP GET query keys

...t you like. Typical approaches include: first-given, last-given, array-of-all, string-join-with-comma-of-all. Suppose the raw request is: GET /blog/posts?tag=ruby&tag=rails HTTP/1.1 Host: example.com Then there are various options for what request.query['tag'] should yield, depending on the...
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Why does git diff on Windows warn that the “terminal is not fully functional”?

... bash and there is no requirement that git has to be run from bash. Personally I use the windows Command Prompt and I want a solution that works for that environment. – David Grayson Sep 24 '12 at 21:12 ...
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“unadd” a file to svn before commit

...Ok, I guess you and I understand this phrase differently: without deleting all the documents. Unfortunately, svn revert does also delete the newly added changes in the working copy, by restoring the lastest HEAD version. I removed my downvote, but I still feel the warning is important. ...
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How much is the overhead of smart pointers compared to normal pointers in C++?

..._ptr always has memory overhead for reference counter, though it is very small. std::unique_ptr has time overhead only during constructor (if it has to copy the provided deleter and/or null-initialize the pointer) and during destructor (to destroy the owned object). std::shared_ptr has time overhe...
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image processing to improve tesseract OCR accuracy

... highly pixellated - for example that generated by fax machines - is especially difficult for tesseract to process - presumably all those jagged edges to the characters confound the shape-recognition algorithms. ...
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How to Vertical align elements in a div?

I have a div with two images and an h1 . All of them need to be vertically aligned within the div, next to each other. 29 ...
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Java associative-array

...'t PHP more permissive with $arr[0]['name'] (I don't know this language at all)? – Tomasz Nurkiewicz Feb 25 '11 at 21:49 9 ...
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CocoaPods Errors on Project Build

...o my Podfile. My solution was to remove the workspace file and run pod install again: rm -rf MyProject.xcworkspace pod install share | improve this answer | follow ...