nadian Forest Fire Weather Index (FWI) is a meteorologically based index, which has been used worldwide to assist wildfire danger forecasting. It consists of different components that account for the
The Canadian Forest Fire Weather Index (FWI) is a meteorologically based index, which has
been used worldwide to assist wildfire danger forecasting. It consists of different components
that account for the effects of fuel moisture and wind on fire behaviour and spread. The FWI
indicator can help shape long-term tourist strategy and to plan future investments under a
changing climate.
To understand the possible fire danger in a specific area, a dataset Algerian_forest_fires_dataset.csv was provided for analysis. This dataset includes 244 instances that record the daily fire danger condition of two regions of Algeria, namely the Bejaia region located in the northeast and the Sidi Bel-abbes region located in the northwest of
Algeria. There are 122 instances for each region, and the time range is from June 2012 to September 2012. The fields include the basic weather condition of the region, also cover thekey FWI Components. The daily fire danger records have been classified into “fire” (138) and “not fire” (106) classes.
Referring to the given background, identify a business problem. Appraise the applicationof predictive modelling to solve the problem.
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