rfPermute - Estimate Permutation p-Values for Random Forest Importance Metrics
Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for 'randomForest' results.
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7.00 score 28 stars 1 dependents 186 scripts 1.3k downloadsswfscMisc - Miscellaneous Functions for Southwest Fisheries Science Center
Collection of conversion, analytical, geodesic, mapping, and plotting functions. Used to support packages and code written by researchers at the Southwest Fisheries Science Center of the National Oceanic and Atmospheric Administration.
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6.25 score 2 stars 7 dependents 192 scripts 1.5k downloadsbanter - BioAcoustic eveNT classifiER
Create a hierarchical acoustic event species classifier out of multiple call type detectors as described in Rankin et al (2017) <doi:10.1111/mms.12381>.
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acousticsbioacousticscetaceansclassificationdolphinsmachine-learningnoaarandom-forestspecies-identificationsupervised-learningsupervised-machine-learningwhales
4.50 score 9 stars 35 scripts 415 downloadssprex - Species Richness and Extrapolation
Functions for calculating species richness for rarefaction and extrapolation, primarily non-parametric species richness such as jackknife, Chao1, and ACE. Also available are functions for plotting species richness and extrapolation curves, and computing standard diversity and entropy indices.
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2.74 score 1 stars 11 scripts 303 downloads