Slot: dimensionality_selection_method¶

How the number of components was chosen, as reported -- minimum description length, a variance-retained cutoff, a scree criterion, permutation on the singular values, or a fixed a priori number.

URI: neurostudy:dimensionality_selection_method

Applicable Classes¶

Name	Description	Modifies Slot
LatentDecompositionDetails	Payload for an analysis whose map is one component or latent variable of a de...	no

Properties¶

Type and Range¶

Property	Value
Range	String
Domain Of	LatentDecompositionDetails
### Slot Characteristics

Property	Value
Owner	LatentDecompositionDetails

In Subsets¶

model_extracted

Identifier and Mapping Information¶

Schema Source¶

from schema: https://neurostuff.org/schemas/neuroimaging-study-storage

Mappings¶

Mapping Type	Mapped Value
self	neurostudy:dimensionality_selection_method
native	neurostudy:dimensionality_selection_method

LinkML Source¶

name: dimensionality_selection_method
description: How the number of components was chosen, as reported -- minimum description
  length, a variance-retained cutoff, a scree criterion, permutation on the singular
  values, or a fixed a priori number.
in_subset:
- model_extracted
from_schema: https://neurostuff.org/schemas/neuroimaging-study-storage
rank: 1000
owner: LatentDecompositionDetails
domain_of:
- LatentDecompositionDetails
range: string