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View Code? Open in Web Editor NEWAn implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
License: MIT License
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multilabel_train_test_split in multilabel.py does not ensure min_count examples of each label appear in each split
From Datacamp's "Machine Learning with the Experts: School Budgets" 2.Creating a simple first model -Setting up a train-test split in scikit-learn, the lesson text says
"Some labels don't occur very often, but we want to make sure that they appear in both the training and the test sets. We provide a function that will make sure at least min_count examples of each label appear in each split: multilabel_train_test_split"
From what i see from the source, only the test set has guarantee of min_count of each label, there is no such guarantee on the training set as described in the datacamp lesson text. Training set indices were simply the complement of test set indices with this line in def multilabel_train_test_split? train_set_mask = ~test_set_mask
warn not imported
Thanks for sharing.
File: box-plots-sklearn/src/data/multilabel.py
Line: 0
It seems to have a tiny error in your code. An import is missing:
from warnings import warn
See you on DC ;)
Data file
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