Discuss the importance of data : Classification tree in Python: Training

What are true positives, true negatives, false positives, and false negatives in the context of a confusion matrix?

What steps can be taken to improve the accuracy score of a classification model?

What is the significance of the maximum depth parameter in a classification tree?

How can hyperparameters affect the performance of a classification tree?