Class: Classifier

ML classifiers to be trained-tested-validated and applied for predictions.

URI: https://w3id.org/neat-ml/:Classifier

Slots

Name	Range	Cardinality	Description	Info
classifier_id	string	0..1	Key to identify the classifier and associated parameters.	.
classifier_name	string	0..1	Name of the classifier.	.
classifier_type	string	0..1	Type of classifier.	.
edge_method	EdgeMethodEnum	0..1	Edge method.	.
outfile	string	0..1	Fie path for saving output.	.
history_filename	string	0..1	File name for saving history.	.
parameters	ClassifierParams	0..1	Parameters to be passed for building classifier.	.

Usages

used by	used in	type	used
ClassifierContainer	classifiers	range	Classifier

Identifier and Mapping Information

LinkML Specification

Direct

name: Classifier
description: ML classifiers to be trained-tested-validated and applied for predictions.
from_schema: https://w3id.org/neat-ml
attributes:
  classifier_id:
    name: classifier_id
    description: Key to identify the classifier and associated parameters.
    from_schema: https://w3id.org/neat-ml
  classifier_name:
    name: classifier_name
    description: Name of the classifier.
    from_schema: https://w3id.org/neat-ml
  classifier_type:
    name: classifier_type
    description: Type of classifier.
    from_schema: https://w3id.org/neat-ml
  edge_method:
    name: edge_method
    description: Edge method.
    from_schema: https://w3id.org/neat-ml
    range: edge_method_enum
  outfile:
    name: outfile
    description: Fie path for saving output.
    from_schema: https://w3id.org/neat-ml
  history_filename:
    name: history_filename
    description: File name for saving history.
    from_schema: https://w3id.org/neat-ml
  parameters:
    name: parameters
    description: Parameters to be passed for building classifier.
    from_schema: https://w3id.org/neat-ml
    range: ClassifierParams

Induced

name: Classifier
description: ML classifiers to be trained-tested-validated and applied for predictions.
from_schema: https://w3id.org/neat-ml
attributes:
  classifier_id:
    name: classifier_id
    description: Key to identify the classifier and associated parameters.
    from_schema: https://w3id.org/neat-ml
    alias: classifier_id
    owner: Classifier
    range: string
  classifier_name:
    name: classifier_name
    description: Name of the classifier.
    from_schema: https://w3id.org/neat-ml
    alias: classifier_name
    owner: Classifier
    range: string
  classifier_type:
    name: classifier_type
    description: Type of classifier.
    from_schema: https://w3id.org/neat-ml
    alias: classifier_type
    owner: Classifier
    range: string
  edge_method:
    name: edge_method
    description: Edge method.
    from_schema: https://w3id.org/neat-ml
    alias: edge_method
    owner: Classifier
    range: edge_method_enum
  outfile:
    name: outfile
    description: Fie path for saving output.
    from_schema: https://w3id.org/neat-ml
    alias: outfile
    owner: Classifier
    range: string
  history_filename:
    name: history_filename
    description: File name for saving history.
    from_schema: https://w3id.org/neat-ml
    alias: history_filename
    owner: Classifier
    range: string
  parameters:
    name: parameters
    description: Parameters to be passed for building classifier.
    from_schema: https://w3id.org/neat-ml
    alias: parameters
    owner: Classifier
    range: ClassifierParams