itsdm R package - Isolation Forest-Based Presence-Only Species Distribution Modeling
A collection of R functions to do purely presence-only species distribution modeling with isolation forest (iForest) and its variations such as Extended isolation forest and SCiForest.
Default
Identification
- Date ( Publication )
- 2023-06-11
- Status
- Completed
- Version
- 0.2.1
- Keywords
- SDM
- Keywords
- species distribution modelling
- Keywords
- presence-only data
- Keywords
- iForest
- Keywords
- SCiForest
- Keywords
- R
- Access constraints
- License
- Use limitation
- https://cran.r-project.org/web/licenses/MIT
- OnLine resource
- CRAN link ( WWW:LINK-1.0-http--link )
- Required Services
- R (≥ 3.5.0)
- Topic Category
- Species distribution
- Service Category
- data collection and preparation
- Service Category
- model calculation
- Service Language
- eng
- Service TRL
- TRL 9 – Actual system proven in operational environment
- Service User Manual
- https://cran.r-project.org/web/packages/itsdm/itsdm.pdf