Outliers detection quantile

Definition

Returns boolean, if the field is between the interval defined by quantile_min and quantile_max.

Parameters

1. Column input:

   • Def: Specify the name of the column.

2. Quantile min:

   • Def: Specify the minimum quantile for the interval.

3. Quantile max:

   • Def: Specify the maximum quantile for the interval.

4. Replace mode:

   • Def: Specify the replace mode for the outliers.

5. drop NA:

   • Def: Specify if you want to drop the row's NA.

6. Get outliers:

   • Def: Specify if you want to get outliers.

Additional Comment

0.25 for 25%

1. cap:

   • Def: Changes the value by the nearest bound.

2. keep:

   • Def: Keeps the outliers.

3. drop:

   • Def: Drops the outliers.