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

...ry variance in your estimates. If you have 100,000 instances, it doesn't really matter whether you choose an 80:20 split or a 90:10 split (indeed you may choose to use less training data if your method is particularly computationally intensive). Assuming you have enough data to do proper held-out t...
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val() vs. text() for textarea

... Yoav Kadosh 3,23544 gold badges2323 silver badges5252 bronze badges answered Apr 10 '14 at 16:50 Kshitij Saxena -KJ-Kshitij Saxena -K...
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Change text from “Submit” on input tag

...000/svg\"\u003e\u003cpath d=\"M46.1709 9.17788C46.1709 8.26454 46.2665 7.94324 47.1084 7.58816C47.4091 7.46349 47.7169 7.36433 48.0099 7.26993C48.9099 6.97997 49.672 6.73443 49.672 5.93063C49.672 5.22043 48.9832 4.61182 48.1414 4.61182C47.4335 4.61182 46.7256 4.91628 46.0943 5.50789C45.7307 4.9328 4...
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Parallel.ForEach vs Task.Factory.StartNew

... The first is a much better option. Parallel.ForEach, internally, uses a Partitioner<T> to distribute your collection into work items. It will not do one task per item, but rather batch this to lower the overhead involved. The second option will schedule a...
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Compare two objects' properties to find differences?

...opriately. An alternative would be to use ReflectiveEquals recursively for all but some known types, but that gets tricky. public bool ReflectiveEquals(object first, object second) { if (first == null && second == null) { return true; } if (first == null || second ==...
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How to write DataFrame to postgres table?

There is DataFrame.to_sql method, but it works only for mysql, sqlite and oracle databases. I cant pass to this method postgres connection or sqlalchemy engine. ...
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How to ssh to vagrant without actually running “vagrant ssh”?

...sh" because it's -c option didn't pass on arguments properly. This is basically what it does (there might be more, but it works fine this way) #!/bin/sh PORT=$(vagrant ssh-config | grep Port | grep -o '[0-9]\+') ssh -q \ -o UserKnownHostsFile=/dev/null \ -o StrictHostKeyChecking=no \ -i...
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Methods inside enum in C#

...her option is to use the Enumeration Class created by Jimmy Bogard. Basically, you must create a class that inherits from his Enumeration. Example: public class EmployeeType : Enumeration { public static readonly EmployeeType Manager = new EmployeeType(0, "Manager"); public stati...
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How do I get the first element from an IEnumerable in .net?

... Erik ForbesErik Forbes 32.9k2626 gold badges9292 silver badges116116 bronze badges ...
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What is Autoloading; How do you use spl_autoload, __autoload and spl_autoload_register?

... spl_autoload_register() allows you to register multiple functions (or static methods from your own Autoload class) that PHP will put into a stack/queue and call sequentially when a "new Class" is declared. So for example: spl_autoload_register('m...