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Weird behaviour in init #221
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There are different options to fix this:
Maybe the latter actually makes more sense? in this case we may want to change a bit the |
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In the auto init, there is a misleading behaviour that needs to be addressed: if I specify
init='lda'
, with a number of components of n_features, (and I have n_classes < n_features for isntance), lda can still be used, and a transformer that does dimensionality reduction will be returned (the number of output components will be equal ton_classes
-1). This happens silentlyHere is an example (on the current master)
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