The data sets used in this report were obtained from the Kaggel website. This data set contains ten columns, which are labeled in four ways: no gas, smoke, perfume, and mixed gas. This data has 6400 samples. By using different classification methods and sensitivity analysis of different hyperparameters of these methods, classification of classes has been done. This project report should include at least the following: • Comparing the results of at least 3 categories on the tabular dataset • Sensitivity analysis on the parameters of the mentioned models • Multimodal classification