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Account for NaN & NULL values in DeepDrill analysis #437

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suranah opened this issue Nov 26, 2021 · 3 comments
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Account for NaN & NULL values in DeepDrill analysis #437

suranah opened this issue Nov 26, 2021 · 3 comments
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🧮 algorithms Core algorithms, optimization & ML model related ✨ enhancement New feature or request
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chaos-genius v0.1...

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suranah commented Nov 26, 2021

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@suranah suranah added ✨ enhancement New feature or request 🧮 algorithms Core algorithms, optimization & ML model related labels Nov 26, 2021
@kartikay-bagla kartikay-bagla mentioned this issue Dec 2, 2021
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suranah commented Dec 2, 2021

We are currently doing a basic implementation of this ignoring any analysis which has NaN as output to ensure no spurious values are passed @pshrimal21. This will require further investigation & fixing in coming releases.

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suranah commented Dec 9, 2021

We currently do not do DeepDrills impact & waterfall analysis on missing value dimensions, we should do that to do better data quality like assessments in DeepDrills @kartikay-bagla @pshrimal21 @Amatullah

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suranah commented Dec 9, 2021

Closing this for now as the base NaN issue should be fixed.

@suranah suranah closed this as completed Dec 9, 2021
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chaos-genius v0.1.4-alpha
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