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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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Best C++ Code Formatter/Beautifier

...grated with Visual Studio, Emacs, Vim (and others) and can format just the selected lines (or with git/svn to format some diff). It can be configured with a variety of options listed here. When using config files (named .clang-format) styles can be per directory - the closest such file in parent d...
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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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Correct use of transactions in SQL Server

..._ABORT ON -- Turns on rollback if T-SQL statement raises a run-time error. SELECT * FROM T; -- Check before. BEGIN TRAN INSERT INTO T VALUES ('A'); INSERT INTO T VALUES ('B'); INSERT INTO T VALUES ('B'); INSERT INTO T VALUES ('C'); COMMIT TRAN SELECT * FROM T; -- Check after. DELETE ...
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How to use conditional breakpoint in Eclipse?

...t editor margin or in the Breakpoints view in the Debug perspective, and select the breakpoint’s properties. In the dialog box, check Enable Condition, and enter an arbitrary Java condition, such as list.size()==0. Now, each time the breakpoint is reached, the expression is evaluated in th...
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Hide text using css

...If you use this method, you should add "overflow: hidden" to prevent seird selection box shooting off to the left (especially with links) – willoller Jan 23 '09 at 4:03 4 ...
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INNER JOIN vs LEFT JOIN performance in SQL Server

...(ID, Name) VALUES (4, 'Four') INSERT #Test2 (ID, Name) VALUES (5, 'Five') SELECT * FROM #Test1 t1 INNER JOIN #Test2 t2 ON t2.Name = t1.Name SELECT * FROM #Test1 t1 LEFT JOIN #Test2 t2 ON t2.Name = t1.Name DROP TABLE #Test1 DROP TABLE #Test2 If you run this and view the execution plan, you'll se...
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Java's Virtual Machine and CLR

... a fixed collection of value types (byte, short, int, long, float, double, char, boolean) and only allows users to define new reference-types (classes). The CLR provides support for declaring and manipulating pointers. This is especially interesting because both the JVM and the CLR employ strict gen...
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Visual Studio: Make view code default

... Right-click on a file and select "Open With..." Select "CSharp Editor" and then click "Set as Default". share | improve this answer | ...
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Is there a way to detect if an image is blurry?

... If you take a photo of a blank white chart you have no way of telling whether the image is blurry or not. I think the OP wants some absolute sharpness measurement. the preblurred image might not exist at all. You have to work a bit to come with a correct metric,...