1. What is the difference between AI and human intelligence?
2. What are supervised and unsupervised learning?
3. What is a decision tree in AI?
4. What is overfitting in machine learning?
5. What is underfitting in machine learning?
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1. What is the difference between AI and human intelligence?
2. What are supervised and unsupervised learning?
3. What is a decision tree in AI?
4. What is overfitting in machine learning?
5. What is underfitting in machine learning?
1. What is the difference between AI and human intelligence?
Answer: AI mimics specific aspects of human intelligence but lacks consciousness, emotions, and general common sense that humans possess.
2. What are supervised and unsupervised learning?
Answer:
3. What is a decision tree in AI?
Answer: A decision tree is a flowchart-like structure used in decision-making and prediction, where each node represents a decision and each branch represents possible outcomes.
4. What is overfitting in machine learning?
Answer: Overfitting occurs when a model learns the noise or random fluctuations in the training data, rather than the underlying trend, leading to poor generalization to new data.
5. What is underfitting in machine learning?
Answer: Underfitting happens when a model is too simple and cannot capture the underlying trends in the data, resulting in poor performance both on training and testing data.