List out the disadvantages of the Decision Trees.

Disadvantage:

  1. A small change in the data can cause a large change in the structure of the decision tree causing instability.
  2. For a Decision tree sometimes calculation can go far more complex compared to other algorithms.
  3. Decision tree often involves higher time to train the model.
  4. Decision tree training is relatively expensive as the complexity and time has taken are more.
  5. The Decision Tree algorithm is inadequate for applying regression and predicting continuous values.