dssg / dssg/triage

Warn when there is no data in a split

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Description

_From @thcrock on July 25, 2017 18:44_

I believe there are still no checks for this. When catwalk trains the models, it does check and skip these but this should really be flagged when we're building the matrices.

https://github.com/dssg/timechop/issues/15

_Copied from original issue: dssg/architect#20_

Contributor guide

Open the contributing guide

Research direction

Read the linked timechop issue and trace how catwalk checks splits and how matrices are built. Identify the matrix-building entry point and existing tests or checks around empty splits. Done means a split with no data is flagged while matrices are being built, rather than only skipped during model training.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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