`anomaly_dataset_protocol`

Protocol for datasets used with anomaly-detection algorithms.

| Availability: | logtalk_load(anomaly_detection_protocols(loader))

| Author: Paulo Moura | Version: 1:0:0 | Date: 2026-04-19

| Compilation flags: | static

| Dependencies: | (none)

| Remarks: | (none)

| Inherited public predicates: | (none)

.. contents:: :local: :backlinks: top

Public predicates

.. index:: attribute_values/2 .. _anomaly_dataset_protocol/0::attribute_values/2:

attribute_values/2 ^^^^^^^^^^^^^^^^^^^^^^

Enumerates by backtracking the attributes and their possible values. For discrete attributes, Values is a list of possible values. For continuous attributes, Values is the atom continuous.

| Compilation flags: | static

.. index:: class/1 .. _anomaly_dataset_protocol/0::class/1:

class/1 ^^^^^^^^^^^

Returns the name of the target label attribute.

| Compilation flags: | static

| Template: | class(Class) | Mode and number of proofs: | class(-atom) - one

.. index:: class_values/1 .. _anomaly_dataset_protocol/0::class_values/1:

class_values/1 ^^^^^^^^^^^^^^^^^^

Returns the list of possible labels for the target attribute. Current anomaly benchmarks conventionally use [normal, anomaly].

| Compilation flags: | static

| Template: | class_values(Values) | Mode and number of proofs: | class_values(-list(atom)) - one

.. index:: example/3 .. _anomaly_dataset_protocol/0::example/3:

example/3 ^^^^^^^^^^^^^

Enumerates by backtracking the examples in the dataset. Each example has an Id, a Class label, and a list of Attribute-Value pairs.

| Compilation flags: | static

| Template: | example(Id,Class,AttributeValues) | Mode and number of proofs: | example(-integer,-atom,-list(pair)) - zero_or_more

Protected predicates

(none)

Private predicates

(none)

Operators

(none)