Artificial Intelligence & Machine Learning
What is the function or purpose of Overfitting?
Difficulty: Hard
- A. A subset of machine learning that uses neural networks with many layers to model complex patterns.
- B. A modeling error where a model learns the training data too well, including noise, and performs poorly on new data. ✓
- C. A supervised learning task that predicts a continuous numerical value.
- D. An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters.
Correct answer
B. A modeling error where a model learns the training data too well, including noise, and performs poorly on new data.
Correct answer
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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