utils.example: Make an input example for divnn package

In herdiantrisufriyana/divnn: An implementation of the DeepInsight Visible Neural Network

Make an input example for divnn package

Description

This function create an input example for several function in divnn package.

Usage

utils.example()

Value

output A list of inputs: 1) value, a data frame with rows for instances and columns for features; 2) outcome, a vector of binary integers with the same length as the instances; 3) similarity, a square matrix of numerics containing feature-feature similarity measures; 4) mapping, a matrix of numerics with rows for features and three columns for three dimensions where the features are mapped onto; and 5) ontology, a data frame with rows for ontologies and four columns for source, target, similarity, and relation. In addition, a result of hierarchical clustering is also included for visualization purpose.

Examples

## Create input example
input=utils.example()

## Show output and visualize the ontology by hierarchical clustering
input
plot(input$hierarchy)

herdiantrisufriyana/divnn documentation built on July 30, 2024, 7:47 a.m.