validate

logical, TRUE for supervised learning, FALSE for k-clusters

supervised

logical, TRUE to ignore error on categorical columns

force

list of hyperparameters used in the model

hyperparameters

Validates that the input data adheres to the expected format for modelling.

A tool to easily run and visualise supervised and unsupervised state of the art customer segmentation.
It is built like a pipeline covering the 3 main steps in a segmentation project: pre-processing, modelling, and plotting.
Users can either run the pipeline as a whole, or choose to run any one of the three individual steps.
It is equipped with a supervised option (tree optimisation) and an unsupervised option (k-clustering) as default models.

Dom Clarke

citrus

validate: Validation function

Description

Usage

Arguments

Value