The metadata of the output attributes is created with the following rules.
Context Rule¶
Attribute Name |
Context Name |
Description |
---|---|---|
All the output attributes of this component |
field_path |
List of the superordinate concepts of each output attribute based on the following hierarchical structure of the output attributes: root
├── fabhmecl
│ ├── assigned_comp_id
│ └── component
│ ├── 0
│ │ ├── predict
│ │ └── score
│ ├── 1
│ │ ├── predict
│ │ └── score
│ .
│ .
│ .
│
└── binary_classification
├── actual
├── predict
└── score
|
<component_id>_actual, <component_id>_predict, <component_id>_predict_c<hme_comp_id> |
positive_map |
Mapping between a positive value and a positive label. |
<component_id>_actual, <component_id>_predict, <component_id>_predict_c<hme_comp_id> |
negative_map |
Mapping between a negative value and a negative label. |
<component_id>_assigned_comp_id |
active_comp_ids |
List of component IDs corresponding to each prediction formula. |
Derivation Rule¶
Attribute Name |
Derived From |
---|---|
<component_id>_actual |
Derived from the target attribute. |
<component_id>_predict |
Derived from the attributes which have non-zero coefficients in any prediction formula. |
<component_id>_score |
Derived from the attributes which have non-zero coefficients in any prediction formula. |
<component_id>_assigned_comp_id |
Derived from the attributes used in the gating functions. |
<component_id>_predict_c<hme_comp_id> |
Derived from the attributes which have non-zero coefficients in the prediction formula of component id, <hme_comp_id>. |
<component_id>_score_c<hme_comp_id> |
Derived from the attributes which have non-zero coefficients in the prediction formula of component id, <hme_comp_id>. |
<component_id>_basisfunc_<feature_attr_name>:<basis_function_index> |
Derived from the attribute of the name of <feature_attr_name>. |
Example¶
{
"nodes": [
{
"aid": "fab1[15]",
"name": "fab1_basisfunc_sepal_width_in_cm:9",
"scale": "real",
"is_excluded": false,
"cid": "fab1",
"cindex": 15,
"values": null,
"is_kept": false,
"context": null
},
{
"aid": "_sid",
"name": "_sid",
"scale": "integer",
"is_excluded": false,
"cid": null,
"cindex": 0,
"values": null,
"is_kept": false,
"context": null
},
...
],
"links": [
[
"dl1[1]",
"fab1[14]"
],
[
"dl1[1]",
"fab1[5]"
],
...
]
}
See also
Attribute metadata file format in Attribute Metadata File Specification