- Fire is the main cause of forest destruction in the countries of the Mediterranean Basin.
- About 50000 fires sweep through 700 000 to 1 million hectares of Mediterranean forests, wooded lands and other land types each year.
- Understanding the reasons why fires start is, therefore, a crucial factor in preventing or reducing their incidence, developing significant prevention efforts and designing specific fire prevention campaigns.
- The dataset includes 244 instances that regroup a data of two regions of Algeria, namely the Bejaia region located in the northeast of Algeria and the Sidi Bel-abbes region located in the northwest of Algeria.
- 122 instances for each region.
- The period from June 2012 to September 2012.
- The dataset includes 11 attributes and 1 output attribute (class)
- The 244 instances have been classified into fire (138 classes) and not fire (106 classes) classes.
- Logistic Regression
- Ridge Regression
- Cross Validation Ridge
- Lasso Regression
- Cross Validation Lasso
- Elastic Reression