Table 4 Characteristics of the modelling methods used.
From: Modelling Fire Ignition Probability from Satellite Estimates of Live Fuel Moisture Content
Histograms and percentiles | CART trees | Logistic regression |
|---|---|---|
Low complexity | High complexity | High complexity |
Univariate analysis | Multivariate analysis | Multivariate analysis |
Do not uncover variables interacting patterns automatically | It uncovers variables interacting patterns automatically | Does not uncover variables interacting patterns automatically |
IP classes defined by the percentiles | IP classes defined by the nodes | IP defined by a continuous function |