GapStatistics (FSharp.Stats)

GapStatistics Module

Namespace: FSharp.Stats.ML.Unsupervised
Assembly: FSharp.Stats.dll

Types and nested modules

Type/Module	Description
ClusterDispersionMetric
PointGenerators
GapStatisticResult
GenericClusterDispersion<'a>
GenericPointGenerator<'a>

Functions and values

Function or value	Description
`calculate rndPointGenerator bootstraps calcDispersion maxK data` Full Usage: `calculate rndPointGenerator bootstraps calcDispersion maxK data` Parameters: rndPointGenerator : `GenericPointGenerator<'a>` bootstraps : `int` calcDispersion : `GenericClusterDispersion<'a>` maxK : `int` data : `'a array` Returns: `GapStatisticResult[]`	rndPointGenerator : `GenericPointGenerator<'a>` bootstraps : `int` calcDispersion : `GenericClusterDispersion<'a>` maxK : `int` data : `'a array` Returns: `GapStatisticResult[]`
`createGapStatisticResult clusterIndex dispersion referenceDispersion refDispersionStDev gaps` Full Usage: `createGapStatisticResult clusterIndex dispersion referenceDispersion refDispersionStDev gaps` Parameters: clusterIndex : `int` dispersion : `float` referenceDispersion : `float` refDispersionStDev : `float` gaps : `float` Returns: `GapStatisticResult`	clusterIndex : `int` dispersion : `float` referenceDispersion : `float` refDispersionStDev : `float` gaps : `float` Returns: `GapStatisticResult`
`dispersion calcDispersion data k` Full Usage: `dispersion calcDispersion data k` Parameters: calcDispersion : `GenericClusterDispersion<'a>` data : `'a array` k : `int` Returns: `float`	Not used. calcDispersion : `GenericClusterDispersion<'a>` data : `'a array` k : `int` Returns: `float`
`referenceDispersion rndPointGenerator calcDispersion data bootstraps k` Full Usage: `referenceDispersion rndPointGenerator calcDispersion data bootstraps k` Parameters: rndPointGenerator : `GenericPointGenerator<'a>` calcDispersion : `GenericClusterDispersion<'a>` data : `'a array` bootstraps : `int` k : `int` Returns: `float[]`	rndPointGenerator : `GenericPointGenerator<'a>` calcDispersion : `GenericClusterDispersion<'a>` data : `'a array` bootstraps : `int` k : `int` Returns: `float[]`