--- title: "Videos - biomod2" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Videos - biomod2} %\VignetteEngine{knitr::knitr} %\VignetteEncoding{UTF-8} --- ### biomod2 team videos 1. *All first steps of your biomod2 modeling, going from formatting of your data, to defining of your modeling options, through pseudo-absences and cross-validation data sets.*
2. *All information about single models within biomod2, introducing data types and algorithms, and exploring evaluation metrics, variables' importance and response curves.* *Chapters can be directly accessed to through time stamps in the video description on YouTube.* #### Tutorial 2 - v4.3-4 - part 1

TOC


| Chapter | Theme | Timestamp | | :--------------------------- | :-------------------------------- | ----: | | Evolution through time | | 0:00 | | | 01. Functions hierarchy | 1:00 | | | DATA. biomod2 example (BIN / AB) | 1:32 | | FORMATING DATA | | 2:33 | | | 02. Datasets : data types | 3:19 | | | Dataset : abund | 4:38 | | ALGORITHMS | | 5:49 | | | 03. Single models : algorithms | 6:51 | | | 04. Single models : options | 9:00 | | | Dataset : only 1 + PA + CV + OPT (BIN) | 10:28 | | EVALUATION / VARIABLES' IMPORTANCE | 05. Single models : evaluation | 15:10 | | | 06. Single models : variables' importance | 19:38 | | | Code : BIOMOD_Modeling(BIN) | 22:38 | | GETTER / PLOT FUNCTIONS | | 23:41 | | | Code : Getter functions | 24:49 | | | Code : Plot functions | 29:09 | | | 07. Single models : response curves | 32:47 | | | 08. Single models : diagnosis | 36:43 | #### Tutorial 1 - v4.2-6

TOC


| Chapter | Theme | Timestamp | | :--------------------------- | :-------------------------------- | ----: | | Introduction to the package | | 0:00 | | | 01. Functions hierarchy | 2:28 | | | DATA. biomod2 example | 3:54 | | FORMATING DATA | 02. Datasets | 4:14 | | | Dataset : 0/1 | 7:07 | | | Dataset : 0/1 + evaluation | 8:21 | | PSEUDO-ABSENCES | | 9:08 | | | 03. Pseudo-absences | 9:39 | | | Dataset : only 1 + PA | 13:05 | | CROSS-VALIDATION | Dataset : 0/1 + CV | 16:35 | | | Dataset : only 1 + PA + CV | 18:39 | | MODELING OPTIONS | 04. Single models : packages | 19:49 | | | 05. Single models : options | 20:26 | | | Dataset : 0/1 + CV + OPT | 24:48 | | | Dataset : only 1 + PA + CV + OPT | 26:40 |