IQR Scaler breaks pipelines

usc-isi-i2 / dsbox-ta2

The DSBox TA2 component

MIT License

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Closed serbanstan closed 6 years ago

serbanstan commented 6 years ago

IQR Scaler seems to break with our general template system.

Until fixed, use d3m.primitives.sklearn_wrap.SKMaxAbsScaler

kyao commented 6 years ago

I checked in a fix. Please, test it.

liangmuxin commented 6 years ago

I am guessing this can be created by IQR Scaler？ ValueError: Input contains NaN, infinity or a value too large for dtype('float64').

liangmuxin commented 6 years ago

Some pipelines stop breaking after change IQRScaler to DoNothing

RqS commented 6 years ago

This is fixed but not got included in latest JPL image. Will not have the fix in ta2 eval