6  Model

Model the distribution of a species

flowchart LR

  %% nodes
  D[[data]]:::in
  S[/split/]:::fxn
  t1[[train]]:::out
  t2[[test]]:::out
  F[/fit/]:::fxn
  M{{model}}:::out
  E[/evaluate/]:::fxn
  C[/calibrate/]:::fxn
  P[/predict/]:::fxn
  N[["new data"]]:::in
  prd(prediction):::out
  prf(performance):::out

  %% edges
  D  --> S
  S  --> t1
  S  --> t2
  t1 --> F
  F  --> M
  t2 --> E
  M  --> C
  C  --> F
  M  --> P
  N  --> P
  M  --> E
  P  --> prd
  E  --> prf

  %% styles
  classDef in  fill:lightblue
  classDef out fill:lightgreen
  classDef fxn fill:yellow

%% source: https://bbest.github.io/eds232-ml/lab1d_sdm-evaluate.html

Figure 6.1: Diagram of SDM Modeling processes.