Decision Tree Algorithm

A Decision Tree algorithm is a method used for making predictions or decisions based on data. It works like a flowchart, where each "node" asks a question about a feature (e.g., "Is the value above or below a certain point?"). Depending on the answer, it follows a path down the tree until reaching a final decision or classification (called a "leaf"). This process helps organize complex choices into simple, step-by-step questions, making it easy to interpret how the algorithm reached a conclusion. Decision Trees are widely used for classification and regression tasks in various fields.