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Now, we need to extract the indices from the generator object. We use the next()
function for it. It returns the next item from any generator or iterator. Its syntax is-
next(object_name)
where object_name
is the generator or iterator object.
So, we use it to get training and testing indices needed to split the dataset. Remember, the generator object contains 2 items, so you may require 2 variables to unpack the object.
Unpack the object gen_obj
and store the output in variables train_ind
and test_ind
which represent training and testing indices.
Note- The first argument must be train_ind
and second must be test_ind
while unpacking.
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