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Randomly remove data #9

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TTitcombe opened this issue Jun 7, 2020 · 0 comments · Fixed by #15
Closed

Randomly remove data #9

TTitcombe opened this issue Jun 7, 2020 · 0 comments · Fixed by #15
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Type: New Feature ➕ Introduction of a completely new addition to the codebase

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@TTitcombe
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Feature Description

Update the data partitioning function to randomly remove datapoints from one (or both) of the datasets.

The chance of this happening should be small so that there is enough data left over on which to train the model

Is your feature request related to a problem?

In a real-world setting, we cannot guarantee that all datasets hold data relating to the same subjects. We wish to simulate that

Additional Context

Part of Epic #2
Dependent on #4

@TTitcombe TTitcombe added the Type: New Feature ➕ Introduction of a completely new addition to the codebase label Jun 7, 2020
This was referenced Jun 7, 2020
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Labels
Type: New Feature ➕ Introduction of a completely new addition to the codebase
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