as_mild_df: Coerce to MILD data frame

In mildsvm: Multiple-Instance Learning with Support Vector Machines

Coerce to MILD data frame

Description

as_mild_df() turns an existing object, such as a data frame, into a MILD data frame, a data frame with 'mild_df'. This is in contrast with mild_df(), which builds a MILD data frame from individual columns.

Usage

as_mild_df(
  x,
  bag_label = "bag_label",
  bag_name = "bag_name",
  instance_name = "instance_name",
  instance_label = "instance_label",
  ...
)

Arguments

x	A data-frame or similar to convert.
bag_label	A character (default 'bag_label') describing which column refers to the bag label.
bag_name	A character (default 'bag_name') describing which column refers to the bag name.
instance_name	A character (default 'instance_name') describing which column refers to the instance name.
instance_label	A character (default 'instance_label') describing which column refers to the instance labels. If NULL, no instance_labels will be used.
...	Arguments reserved for other methods.

Value

A 'mild_df' object. This data.frame-like has columns bag_label, bag_name, instance_name, and potentially others. It also inherits from the 'tbl_df' and 'tbl' classes.

Author(s)

Sean Kent

See Also

mild_df() to build a mild_df object.

Examples

x <- data.frame('bag_LABEL' = factor(c(1, 1, 0)),
               'bag_name' = c(rep('bag_1', 2), 'bag_2'),
               'instance_name' = c('bag_1_inst_1', 'bag_1_inst_2', 'bag_2_inst_1'),
               'X1' = c(-0.4, 0.5, 2),
               'instance_label' = c(0, 1, 0))

df <- as_mild_df(x)

mildsvm documentation built on July 14, 2022, 9:08 a.m.