R scripts

R scripts for (i) calculating the boosted regression tree models (BRT), (ii) analyzing and plotting the model performance based on AUC and (iii) analyzing and plotting the contribution of single variables.

Bibliographic Details
Main Authors:	Radinger, Johannes, Wolter, Christian, Kail, Jochem
Format:	Dataset
Language:	unknown
Published:	Dryad Digital Repository 2015
Subjects:	stream fish occurrence river habitat spatial scale hydromorphological assessment fish mobility boosted regression trees species distribution models low-land sand-bed river River Treene Germany Anguilla anguilla Cobitis taenia Gasterosteus aculeatus Gobio gobio Gymnocephalus cernua Leuciscus leuciscus Perca fluviatilis Phoxinus phoxinus Pungitius pungitius Rutilus rutilus Salmo salar Salmo trutta fario Tinca tinca
Online Access:	https://dx.doi.org/10.5061/dryad.b6k1k/6 http://datadryad.org/resource/doi:10.5061/dryad.b6k1k/6

Description
Summary:	R scripts for (i) calculating the boosted regression tree models (BRT), (ii) analyzing and plotting the model performance based on AUC and (iii) analyzing and plotting the contribution of single variables.