So based on the points raised in the thread about fit
vs fittransform
and chaining, perhaps the variance should be moved to a separate message altogether? (e.g. variance
or something descriptive like that). This would make fit
chain-able, add parity between fit
and fittransform
, and more importantly, remove any accidental chaining/loops if what you want to do is query the variance only.