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.
| Main Authors: | , , |
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| Format: | Dataset |
| Language: | unknown |
| Published: |
Dryad Digital Repository
2015
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| Subjects: | |
| Online Access: | https://dx.doi.org/10.5061/dryad.b6k1k/6 http://datadryad.org/resource/doi:10.5061/dryad.b6k1k/6 |
| _version_ | 1821493204960149504 |
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| author | Radinger, Johannes Wolter, Christian Kail, Jochem |
| author_facet | Radinger, Johannes Wolter, Christian Kail, Jochem |
| author_sort | Radinger, Johannes |
| collection | DataCite |
| description | 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. |
| format | Dataset |
| genre | Anguilla anguilla Salmo salar |
| genre_facet | Anguilla anguilla Salmo salar |
| id | ftdatacite:10.5061/dryad.b6k1k/6 |
| institution | Open Polar |
| language | unknown |
| op_collection_id | ftdatacite |
| op_doi | https://doi.org/10.5061/dryad.b6k1k/6 https://doi.org/10.5061/dryad.b6k1k |
| op_relation | https://dx.doi.org/10.5061/dryad.b6k1k |
| op_rights | http://creativecommons.org/publicdomain/zero/1.0 |
| op_rightsnorm | CC0 |
| publishDate | 2015 |
| publisher | Dryad Digital Repository |
| record_format | openpolar |
| spelling | ftdatacite:10.5061/dryad.b6k1k/6 2025-01-16T18:57:26+00:00 R scripts Radinger, Johannes Wolter, Christian Kail, Jochem 2015 https://dx.doi.org/10.5061/dryad.b6k1k/6 http://datadryad.org/resource/doi:10.5061/dryad.b6k1k/6 unknown Dryad Digital Repository https://dx.doi.org/10.5061/dryad.b6k1k http://creativecommons.org/publicdomain/zero/1.0 CC0 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 dataset Dataset DataFile 2015 ftdatacite https://doi.org/10.5061/dryad.b6k1k/6 https://doi.org/10.5061/dryad.b6k1k 2021-11-05T12:55:41Z 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. Dataset Anguilla anguilla Salmo salar DataCite |
| spellingShingle | 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 Radinger, Johannes Wolter, Christian Kail, Jochem R scripts |
| title | R scripts |
| title_full | R scripts |
| title_fullStr | R scripts |
| title_full_unstemmed | R scripts |
| title_short | R scripts |
| title_sort | r scripts |
| topic | 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 |
| topic_facet | 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 |
| url | https://dx.doi.org/10.5061/dryad.b6k1k/6 http://datadryad.org/resource/doi:10.5061/dryad.b6k1k/6 |