Canberra distance

Name : Canberra distance

Description: Canberra distance is a metric used to measure the dissimilarity between two vectors. It is often used in clustering and classification tasks, as it is relatively robust to outliers and can handle both continuous and categorical data

Input : Dataframe - The latest version of uploaded data

Output : Dataframe - Link to the saved Dataframe which is modified as per the function and Summary of the actions performed

Mandatory and Non-mandatory/Advanced hyperparameters required for the function are listed below

Mandatory	Non-mandatory/Advanced hyperparameters
	Columns
	Save As New Table

Details of Hyperparameters are provided below

Name	Description	Accepted range/ values	Display Name
Columns	Numerical columns to select	Columns in the Dataframe	Columns to select
Save As New Table	Option to choose whether the dataframe is to be saved as a new table	-