Decision trees are like flowcharts that help make predictions. They are easy to understand and can be used in data mining and machine learning. Different types of decision tree models like ID3, C4.5, CHAID, and CART are discussed in this survey. These models are helpful in the medical field, allowing doctors to make important decisions based on pathology reports. Techniques like pruning are also discussed, which help improve the accuracy of the models.