protocol

target_supervised_dimension_reduction_dataset_protocol

Protocol for target-valued datasets used with supervised dimension reduction algorithms such as PLS projections.

Availability:
logtalk_load(dimension_reduction_protocols(loader))
Author: Paulo Moura
Version: 1:0:0
Date: 2026-04-28
Compilation flags:
static
Extends:
public dimension_reduction_dataset_protocol
Remarks:
(none)
Inherited public predicates:
 attribute_values/2  example/2

Public predicates

target/1

Returns the name of the numeric target attribute.

Compilation flags:
static
Template:
target(Target)
Mode and number of proofs:
target(-atom) - one

example/3

Enumerates by backtracking the target-valued examples in the dataset. Each example has an Id, a numeric Target value, and a list of Attribute-Value pairs.

Compilation flags:
static
Template:
example(Id,Target,AttributeValues)
Mode and number of proofs:
example(-integer,-number,-list(pair)) - zero_or_more

Protected predicates

(no local declarations; see entity ancestors if any)

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)