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Slot: variance_explained_percent

Percentage of the brain block's variance this component accounts for, as reported. Not interchangeable with crossblock_covariance_percent: one is variance within a block and the other covariance between blocks, and averaging across the two would combine incomparable quantities.

URI: neurostudy:variance_explained_percent

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 Float
Domain Of LatentDecompositionDetails
### Slot Characteristics
Property Value
Owner LatentDecompositionDetails

Value Constraints

Property Value
Minimum Value 0
Maximum Value 100

In Subsets

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

name: variance_explained_percent
description: 'Percentage of the brain block''s variance this component accounts for,
  as reported. Not interchangeable with `crossblock_covariance_percent`: one is variance
  within a block and the other covariance between blocks, and averaging across the
  two would combine incomparable quantities.'
in_subset:
- model_extracted
from_schema: https://neurostuff.org/schemas/neuroimaging-study-storage
rank: 1000
owner: LatentDecompositionDetails
domain_of:
- LatentDecompositionDetails
range: float
minimum_value: 0
maximum_value: 100