summary {HVT} | R Documentation |
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 <vishwavani@mu-sigma.com>, Alimpan Dey <alimpan.dey@mu-sigma.com>
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)
[Package HVT version 25.2.5 Index]