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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns