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Macro VS Micro VS Weighted VS Samples F1 Score

In sklearn.metrics.f1_score, the f1 score has a parameter called “average”. What does macro, micro, weighted, and samples mean? Please elaborate, because in the documentation, it was not explained properly. Or simply answer the following: Why is “samples” best parameter for multilabel classification? Why is micro best for an imbalanced dataset? what’s the difference between weighted and macro? Answer The question

PyOpenGL – Minimal glDrawArrays Example

I’ve seen many minimal PyOpenGL examples, but none of the ones I’ve found make use of VAOs or glDrawArrays / glDrawElements. Instead they all use glVertex, glut shapes, and occasionally the old glCallList function. I’m now trying to write a minimal working example that uses vertex arrays and buffers for vertex data. If I understand PyOpenGL correctly, the following code

Does loc/iloc return a reference or a copy?

I am experiencing some problems while using .loc / .iloc as part of a loop. This is a simplified version of my code: basically: I initialize a dataframe with index and columns I populate each row of the dataframe with a for loop I find the index “i_max” finding the maximum value in column ‘A’ I save the row of

Python PyQt5 QTreeView set row Background Colour

I am trying to set the background colour (color) for a) a whole QTreeView, and b) for specific rows in a QTreeView within Python. I have found setColor and setBackgroundColor methods, but neither seem to work for me with QTreeView nor QStandardItem. Lots of googling shows many conversations about it, but I have not been able to relate those to

How to create zip64 archive using shutil.make_archive

Python code snippet which creates creates zip archive file from a folder. I am getting this error : Filesize would require ZIP64 extensions. How to create ZIP64 archive file using shutil.make_archive? Note: I cannot use zipfile.ZipFile function. Answer You must be using a Python version prior to 3.4 unfortunately after reading shutil source code on github github . it’s clearly

Why does Excel styling not work in Pandas?

I tried to apply highlight_max to columns Answer So I’m going to assume you want to apply your style change to your dataframe in python the way it is designed to be implemented and display the color modifications when you print your dataframe in console. The issue is (I’m assuming) that you are not using the IDE Jupyter Notebook(or any

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