Nikos Ntampakis

Indicator of significance for the reports

1

Not all reports have the same significance! Below you can find an example of drift metrics but this also applies on performance. Lets say that: 1. On Monday the client...

Perform global explainability on the inference dataset

2

As for now, the pipeline performs expainability per inference row. Explainability for the whole inference dataset maybe be useful in the future. Some related code has already be written: -...

Missing values count should be performed in unprocessed dataset

5

As the missing value count is an indicator of missing values in a feature of a dataset, has much more value to be performed in the unprocessed dataset rather than...