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Machine Learning Questions
4 followers study24x7 07 Feb 2025 10:25 AM study24x7 study24x7

What does 'overfitting' refer to in machine learning?

A

The model performs well on new data

B

The model fits the training data too well

C

The model has insufficient data

D

The model uses too few features

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Machine Learning Questions
4 followers study24x7 07 Feb 2025 10:23 AM study24x7 study24x7

What is a key difference between supervised and unsupervised learning?

A

Supervised learning uses labeled data

B

Unsupervised learning requires labeled data

C

Supervised learning is faster

D

Unsupervised learning predicts labels

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Machine Learning Questions
4 followers study24x7 07 Feb 2025 10:22 AM study24x7 study24x7

Which algorithm is commonly used for supervised learning?

A

K-Means Clustering

B

Linear Regression

C

Principal Component Analysis

D

DBSCAN

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Machine Learning Questions
4 followers study24x7 06 Feb 2025 12:25 PM study24x7 study24x7

Which of the following is NOT a common machine learning task?

A

Classification

B

Regression

C

Sorting

D

Clustering

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Machine Learning Questions
4 followers study24x7 06 Feb 2025 12:25 PM study24x7 study24x7

Which type of data is used in supervised learning?

A

Unlabeled data

B

Labeled data

C

Both

D

Neither

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Machine Learning Questions
4 followers study24x7 06 Feb 2025 12:24 PM study24x7 study24x7

What is the primary goal of machine learning?

A

To manually program computers

B

To enable systems to learn from data

C

To simulate human intelligence

D

To enhance computer hardware speed

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