decision-trees

Linear models, SVM and decision trees

Life Expectancy Data.csv: https://www.kaggle.com/datasets/kumarajarshi/life-expectancy-who

1. Train the following models:

• linear model;
• SVM;
• decision tree.

2. Evaluate the quality of the models using two metrics suitable for the task. Compare the quality of the received models.
3. Build a graph showing the importance of features in the decision tree.
4. Visualize the decision tree or output the rules of the decision tree in text form.