screws you over since it passes the parameters to __init__(). I
expected the usage of set_params() here, but I'm getting my
gridsearch parameters passed to __init__().
Is this intended?
I don't know what you mean by "screws you over". You just have to
explicitly list all parameters.
There is a hidden assumption that next to set_param() some methods may
alternatively use __init__() to set parameters. That's why I had to
jump through multiple hoops to get a meta-classifier which
transparently shadows all variables. Usually you would expect that all
parts stick to the convention of using one way to set parameters only
(set_params())
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