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Package index

Main Interface

High-level function for creating spatial folds

spatial_folds()
Create Spatial Cross-Validation Folds

Cross-Validation Methods

Specific implementations of spatial CV methods

spatial_block_folds()
Spatial Block Cross-Validation
spatial_buffer_folds()
Spatial Buffered Cross-Validation
spatial_cluster_folds()
Spatial Clustering Cross-Validation
spatial_split()
Random Spatial Split

Leakage & Distances

Tools for spatial leakage detection and distance analysis

detect_spatial_leakage()
Detect Spatial Leakage in Cross-Validation Folds
spatial_distance()
Calculate Spatial Distances Between Train and Test Observations

Evaluation & Diagnostics

Model evaluation metrics and residual diagnostics

spatial_metrics()
Spatial Model Evaluation Metrics
spatial_residuals()
Spatial Residual Diagnostics
compare_cv()
Compare Cross-Validation Methods

Visualization

Plotting functions

plot_spatial_folds()
Plot Spatial Cross-Validation Folds
plot_spatial_residuals()
Plot Spatial Residuals

S3 print methods for spatialcvR objects

print(<spatial_folds>)
Print method for spatial_folds objects
print(<spatial_distance>)
Print method for spatial_distance objects
print(<spatial_leakage_result>)
Print method for spatial_leakage_result objects
print(<spatial_metrics>)
Print method for spatial_metrics objects
print(<spatial_residuals>)
Print method for spatial_residuals objects
print(<cv_comparison>)
Print method for cv_comparison objects

Data

Sample datasets

sample_spatial_data
Sample Spatial Data for Demonstration