manifold
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Numerical feature distribution difference is not prominent when there is a value concentration
When there is a value concentration in numerical feature values (due to filling null values etc), the distribution difference will be overshadowed by the concentration effect.
Possible ways to solve the issue:
- enable log scales for charts
- enable displaying the feature even if some feature values are null