Classifying poisonous mushrooms
I was curious to test out the performance of different classification models. The only thing that was missing was the data set. After a little surfing on Kaggle, I found dit data set of different mushrooms which was perfect for my use case.
Turned out that the Random Forest with 96.68% accuracy performed the best but Decision Tree and K-Nearest with 96.31% and 95.88% were not far behind. Logistic regression, the only linear model used, performed the worst.