Numerical Features Table

The numerical features table summarizes multiple statistics about every numerical feature in the data, allowing it to be investigated all at once.


The statistics presented in the table include:

  • Mean - the mean value of each numerical feature in the data-set

  • Stdev - the standard deviation of each numerical feature in the data-set

  • Min - the minimal value of each numerical feature in the data-set

  • Max - the maximal value of each numerical feature in the data-set

  • N/A - Number of missing values in each numerical feature in the data-set.

  • Sample outliers indices - some indices of samples that are suspected to be outliers based on their value for this specific feature.



#explainableai #eda #features

Stardat provides Machine Learning based Artificial Intelligence solutions that take your data to new heights
© 2020 by Stardat