Forest Fires in the Regions of Northwest Algeria

Predictive Analysis

• Developed and trained model with team to perform EDA and utilize ML techniques to tackle an environmental issue
• Optimized hyperparameter resulting in 86% accuracy using 10-folds cross-validation
• Developed and trained a multivariate classification predictive model using knn to predict forest fires in Northwest Algeria with a test accuracy of 75%