Kkilianek/SOM-self-organizing-map-in-R

Presentation of breast cancer diagnosis in mammography using the self-organizing SOM network based on the Mammographic Mass_MLR dataset

Authors

• Kacper Kilianek
• Adam Piszczek

Shiny

How to Run

> shiny::runApp('location/to/folder/of/downloaded/repo)

Setup

> install.packages(shiny)
> install.packages(shinyWidgets)
> install.packages(dplyr)
> install.packages(ggplot2)
> install.packages(kohonen)

Dependiencies

• shiny
• shinyWidgets
• dplyr
• ggplot2
• kohonen

Design

The application allows selection of network parameters and visualization of the results obtained after the learning process. The user is able to choose parameters such as: network topology, SOM mesh size, neighborhood size.

About

Breast cancer diagnosis in mammography using the SOM network based on the Mammographic Mass_MLR dataset.