HVT (version 25.2.4)

summary: 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)

Value

A consolidated table of summary for training, scoring and forecasting

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.

Author

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)