Schemasdecomposition/v1

DecompositionConfig

Component

Language-independent config for an rtemis decomposition (dimensionality reduction). Mirrors the `DecompositionConfig` object: an algorithm name, an algorithm-specific `config`, and an optional feature subset. The same config drives rtemis (R), rtemis-py, and rtemislive to identical output.

Raw JSONv1Unknown properties rejected

Variants

The value of algorithm selects which schema applies to config.

PCAPCAConfig
ICAICAConfig
NMFNMFConfig
UMAPUMAPConfig
tSNEtSNEConfig
IsomapIsomapConfig

Properties

algorithmrequired

string

Decomposition algorithm name.

one of"PCA""ICA""NMF""UMAP""tSNE""Isomap"

configrequired

object

Variant-specific parameters. Validated per `algorithm` below.

features

array | null≥ 2 itemsunique items

Names of the feature columns to decompose. null = all numeric features.

Relationships

Used by

decomposesupervised