Pizzaknoedel/visualize-hyperparameter: Visualizing Hyperparamer Performance Dependencies

The goal of the "VisHyp" package is to visualize hyperparameter performance dependencies in order to gain insight into which hyperparameter configurations deliver the best performance. For this purpose, the following four plots were implemented: The Partical Coordinate Plot (PCP), the Partial Dependence Plot (PDP), the Importance Plot and the Heatmap.

Getting started

Package details

Maintainer
LicenseLGPL-3
Version0.1.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Pizzaknoedel/visualize-hyperparameter")
Pizzaknoedel/visualize-hyperparameter documentation built on Feb. 13, 2022, 8:11 a.m.