ordmvnorm {mildsvm}

Sample ordinal MIL data using mvnorm

Description

A data set that demonstrates the ordinal multiple-instance learning structure with feature columns randomly sampled from a multivariate normal distribution.

Usage

ordmvnorm

Format

An MI data frame with 1000 rows 8 variables, and 5 bags. Instance labels can be accessed via attr(ordmvnorm, "instance_label").

bag_label

outcome label at the bag level. This is the maximum of the inst_label for each bag

bag_name

indicator of each bag

V1

Variable with mean equal to 2 * inst_label

V2

Variable with mean equal to -1 * inst_label

V3

Variable with mean equal to 1 * inst_label

V4

Variable with mean 0, essentially noise

V5

Variable with mean 0, essentially noise