Other packages > Find by keyword >

m2b  

Movement to Behaviour Inference using Random Forest
View on CRAN: Click here


Download and install m2b package within the R console
Install from CRAN:
install.packages("m2b")

Install from Github:
library("remotes")
install_github("cran/m2b")

Install by package version:
library("remotes")
install_version("m2b", "1.0")



Attach the package and use:
library("m2b")
Maintained by
Laurent Dubroca
[Scholar Profile | Author Map]
First Published: 2017-05-03
Latest Update: 2017-05-03
Description:
Prediction of behaviour from movement characteristics using observation and random forest for the analyses of movement data in ecology. From movement information (speed, bearing...) the model predicts the observed behaviour (movement, foraging...) using random forest. The model can then extrapolate behavioural information to movement data without direct observation of behaviours. The specificity of this method relies on the derivation of multiple predictor variables from the movement data over a range of temporal windows. This procedure allows to capture as much information as possible on the changes and variations of movement and ensures the use of the random forest algorithm to its best capacity. The method is very generic, applicable to any set of data providing movement data together with observation of behaviour.
How to cite:
Laurent Dubroca (2017). m2b: Movement to Behaviour Inference using Random Forest. R package version 1.0, https://cran.r-project.org/web/packages/m2b. Accessed 31 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited m2b R package
View m2b citation profile
Other R packages that m2b depends, imports, suggests or enhances
Complete documentation for m2b
Functions, R codes and Examples using the m2b R package
Some associated functions: dxyt . dxyt2 . extractRF . ltraj2xytb . m2b . modelRF . plot-methods . resB . resRF . shiftvalue . test . track_CAGA_005 . xytb-class . xytb-methods . xytb2hmm . xytb2ltraj . 
Some associated R codes: data.R . m2b.R . xytb-class.R .  Full m2b package functions and examples
Downloads during the last 30 days
03/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/30Downloads for m2b05101520253035404550TrendBars

Today's Hot Picks in Authors and Packages

equivUMP  
Uniformly Most Powerful Invariant Tests of Equivalence
Implementation of uniformly most powerful invariant equivalence tests for one- and two-sample probl ...
Download / Learn more Package Citations See dependency  
PermutationR  
Conduct Permutation Analysis of Variance in R
Conduct permutation One-Way or Two-Way Analysis of Variance in R. Use different permutation types fo ...
Download / Learn more Package Citations See dependency  
tclust  
Robust Trimmed Clustering
Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero (200 ...
Download / Learn more Package Citations See dependency  
surveillance  
Temporal and Spatio-Temporal Modeling and Monitoring of Epidemic Phenomena
Statistical methods for the modeling and monitoring of time series of counts, proportions and catego ...
Download / Learn more Package Citations See dependency  
bodycomp  
Percent Body Fat Values Using Anthropometric Prediction Equations
Skinfold measurements is one of the most popular and practical methods for estimating percent body f ...
Download / Learn more Package Citations See dependency  
whitebox  
'WhiteboxTools' R Frontend
An R frontend for the 'WhiteboxTools' library, which is an advanced geospatial data analysis platfor ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA