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Is there a rule-of-thumb for how to divide a dataset into training and validation sets?

...o training and validation (again, 80/20 is a fair split). Subsample random selections of your training data, train the classifier with this, and record the performance on the validation set Try a series of runs with different amounts of training data: randomly sample 20% of it, say, 10 times and obs...
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What is DOCTYPE?

...de), depending on the exact spelling of the DOCTYPE. You want to use it to select a browser mode that best suits your page. Formally, in SGML and XML, a DOCTYPE declaration is a reference to a Document Type Definition (DTD), which specifies the formal syntax rules of the markup language. No browser...
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Razor comment syntax

... In visual studio, select some code/markup in your razor view and press Ctrl+K, Ctrl+C, and it'll comment the selection as described above. – MrBoJangles Feb 17 '11 at 18:12 ...
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Create boolean column in MySQL with false as default value?

... into mytable () values (); Query OK, 1 row affected (0.00 sec) mysql> select * from mytable; +--------+ | mybool | +--------+ | 0 | +--------+ 1 row in set (0.00 sec) FYI: My test was done on the following version of MySQL: mysql> select version(); +----------------+ | version() ...
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Using scanner.nextLine() [duplicate]

... I think your problem is that int selection = scanner.nextInt(); reads just the number, not the end of line or anything after the number. When you declare String sentence = scanner.nextLine(); This reads the remainder of the line with the number on it (...
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Randomize a List

...uffle(); The code above uses the much criticised System.Random method to select swap candidates. It's fast but not as random as it should be. If you need a better quality of randomness in your shuffles use the random number generator in System.Security.Cryptography like so: using System.Security....
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Merge multiple lines (two blocks) in Vim

... You can certainly do all this with a single copy/paste (using block-mode selection), but I'm guessing that's not what you want. If you want to do this with just Ex commands :5,8del | let l=split(@") | 1,4s/$/\=remove(l,0)/ will transform work it make it do it makes us harder better faster...
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How to generate a new Guid in stored procedure?

... using SQL Server. I'm sure other database system have similar functions. select NEWID() If you're using Oracle then you can use the SYS_GUID() function. Check out the answer to this question: Generate a GUID in Oracle sh...
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MySQL: What's the difference between float and double?

...INSERT INTO `test` values (1.2,1.2,1.2,1.2); The table showing like this: SELECT * FROM `test`; +------+------+------+------+ | fla | flb | dba | dbb | +------+------+------+------+ | 1.2 | 1.2 | 1.20 | 1.20 | +------+------+------+------+ See the difference? We try to next example: SELECT ...
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what is reverse() in Django

... question = get_object_or_404(Question, pk=question_id) try: selected = question.choice_set.get(pk=request.POST['choice']) except KeyError: # handle exception pass else: selected.votes += 1 selected.save() return HttpResponseRedirect(reve...