summary: Table for displaying summary

In HVT: Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis

Table for displaying summary

Description

This is the main function for displaying summary from model training and scoring

Usage

summary(data, limit = 20, scroll = TRUE)

Arguments

data	List. A listed object from trainHVT or scoreHVT
limit	Numeric. A value to indicate how many rows to display.
scroll	Logical. A value to indicate whether to display scroll bar or not. Default value is TRUE.

Value

A consolidated table of summary for training, scoring and forecasting

Author(s)

Vishwavani <[e-mail]>, Alimpan Dey <[e-mail]>

Examples

data <- datasets::EuStockMarkets
dataset <- as.data.frame(data)
#model training
hvt.results <- trainHVT(dataset, n_cells = 60, depth = 1, quant.err = 0.1,
                      distance_metric = "L1_Norm", error_metric = "max",
                      normalize = TRUE, quant_method = "kmeans", dim_reduction_method = 'sammon')
summary(data =  hvt.results)

HVT documentation built on April 3, 2025, 8:45 p.m.