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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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Ruby on Rails: How can I revert a migration with rake db:migrate?

...ake db:migrate VERSION=<version number> – Ajedi32 Jun 3 '13 at 19:06 3 At least for rails 3...
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__init__ for unittest.TestCase

... +1 I'd initialise the base class before calling any object method though. – Joachim Isaksson Jun 27 '13 at 21:25 ...
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How to identify platform/compiler from preprocessor macros?

... I'm sorry, but this answer is quite incorrect on all accounts and doesn't even answer the question. – rubenvb Jan 27 '15 at 20:13 ...
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How to use Sphinx's autodoc to document a class's __init__(self) method?

... as it doesn't need to be editing .rst files. – jcarballo Aug 27 '13 at 17:44 9 In Sphinx 1.2.1, ...
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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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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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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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When should null values of Boolean be used?

Java boolean allows values of true and false while Boolean allows true , false , and null . I have started to convert my boolean s to Boolean s. This can cause crashes in tests such as ...