@saehrimnir/druidjs / ParametersLTSA
Interface: ParametersLTSA
Defined in: dimred/index.js:117
Properties
| Property | Type | Description | Defined in |
|---|---|---|---|
d? | number | the dimensionality of the projection. | dimred/index.js:119 |
eig_args? | Partial<EigenArgs> | Parameters for the eigendecomposition algorithm. | dimred/index.js:126 |
knn? | | KNN<number[] | Float64Array<ArrayBufferLike>, any> | null | Index used to find the neighbors. If null, a KDTree or BallTree is built, depending on the metric. Pass an approximate index such as HNSW, Annoy, or NNDescent to avoid the exact O(N^2) search on large datasets. Default is null | dimred/index.js:122 |
metric? | Metric | the metric which defines the distance between two points. | dimred/index.js:120 |
neighbors? | number | The number of neighbors for LTSA. | dimred/index.js:118 |
seed? | number | the seed for the random number generator. | dimred/index.js:121 |