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

...e a rule-of-thumb for how to best divide data into training and validation sets? Is an even 50/50 split advisable? Or are there clear advantages of having more training data relative to validation data (or vice versa)? Or is this choice pretty much application dependent? ...
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stop all instances of node.js server

This is my first time working with Node.js and I ran into this problem: 16 Answers 16 ...
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How can I detect if a file is binary (non-text) in python?

...mple Apache distributes with a mime.types file that you could parse into a set of lists, binary and text and then check to see if the mime is in your text or binary list. share | improve this answer...
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How to pass arguments to a Button command in Tkinter?

...andle(btn['command']) You can simply think that command option should be set as, the reference to the method we want to be called, similar to callback in button_press_handle. Calling a Method(Callback) When the Button is Pressed Without arguments So if I wanted to print something when the bu...
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Bin size in Matplotlib (Histogram)

... what is the binwidth here?have u set that value before? – UserYmY Sep 29 '15 at 13:25 1 ...
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What is the python “with” statement designed for?

...: old_streams[sname] = getattr(sys, sname) setattr(sys, sname, stream) yield finally: for sname, stream in old_streams.iteritems(): setattr(sys, sname, stream) with redirected(stdout=open("/tmp/log.txt", "w")): # these print state...
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Pandoc markdown page break

...ch '\\newpage' then -- use format-specific pagebreak marker. FORMAT is set by pandoc to -- the targeted output format. return newpage(FORMAT) end -- otherwise, leave the block unchanged return nil end We published an updated, more featureful version. It's available from the offic...
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Quicksort: Choosing the pivot

...requirements. Choosing a pivot at random makes it harder to create a data set that generates O(N^2) performance. 'Median-of-three' (first, last, middle) is also a way of avoiding problems. Beware of relative performance of comparisons, though; if your comparisons are costly, then Mo3 does more co...
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Javascript roundoff number to nearest 0.5

Can someone give me an idea how can i round off a number to the nearest 0.5. I have to scale elements in a web page according to screen resolution and for that i can only assign font size in pts to 1, 1.5 or 2 and onwards etc. ...
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Why doesn't C have unsigned floats?

... Why C++ doesn't have support for unsigned floats is because there is no equivalent machine code operations for the CPU to execute. So it would be very inefficient to support it. If C++ did support it, then you would be sometimes using an unsigned flo...