Artificial Intelligence & Machine Learning
Which of the following best names the concept in which a modeling error where a model learns the training data too well, including noise, and performs poorly on new data?
- A. Deep learning
- B. Classification
- C. Natural Language Processing (NLP)
- D. Overfitting ✓
Correct answer
D. Overfitting
Explanation
Overfitting refers to a modeling error where a model learns the training data too well, including noise, and performs poorly on new data.