sklears_mixture::spatial::spatial_statistics

Struct SpatialAutocorrelationAnalyzer

pub struct SpatialAutocorrelationAnalyzer { /* private fields */ }

Expand description

Spatial autocorrelation analyzer

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impl SpatialAutocorrelationAnalyzer

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pub fn new( coords: Array2<f64>, constraint: SpatialConstraint, ) -> SklResult<Self>

Create new spatial autocorrelation analyzer

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pub fn morans_i(&self, values: &Array1<f64>) -> SklResult<MoransI>

Compute Moran’s I statistic

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pub fn gearys_c(&self, values: &Array1<f64>) -> SklResult<GearysC>

Compute Geary’s C statistic

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pub fn local_indicators( &self, values: &Array1<f64>, ) -> SklResult<LocalIndicators>

Compute local indicators of spatial association (LISA)

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pub fn analyze_mixture_assignments( &self, assignments: &Array1<usize>, ) -> SklResult<(MoransI, GearysC)>

Analyze spatial autocorrelation in mixture component assignments

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impl UnwindSafe for SpatialAutocorrelationAnalyzer

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