Artificial Intelligence & Machine Learning

Machine Learning Algorithms Knowledge Check

A concise set of questions probing core concepts of machine learning techniques.

#neural networks#model evaluation#clustering#supervised learning#regression#prediction#training data#algorithm comparison#unsupervised methods

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Total Questions

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medium

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Quiz Questions

Answer all questions below and test your knowledge.

1
Which algorithm is primarily used for classification by finding hyperplanes that maximize margin?
Question 1
2
In gradient boosting, what is the main purpose of the learning rate hyperparameter?
Question 2
3
Which clustering technique partitions data by assigning points to the nearest of k centroids?
Question 3
4
For a linear regression model, which assumption concerns the distribution of residuals?
Question 4
5
In a random forest, how is each individual decision tree typically built?
Question 5
6
Which algorithm combines multiple weak learners by taking a weighted vote to improve accuracy?
Question 6
7
What metric is most appropriate for evaluating a binary classifier on imbalanced data?
Question 7
8
Which method reduces dimensionality by projecting data onto orthogonal axes of maximum variance?
Question 8
9
In reinforcement learning, what term describes the immediate feedback after taking an action?
Question 9

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Machine Learning Algorithms Knowledge Check

Quiz Intelligence

Quiz Questions

Which algorithm is primarily used for classification by finding hyperplanes that maximize margin?

In gradient boosting, what is the main purpose of the learning rate hyperparameter?

Which clustering technique partitions data by assigning points to the nearest of k centroids?

For a linear regression model, which assumption concerns the distribution of residuals?

In a random forest, how is each individual decision tree typically built?

Which algorithm combines multiple weak learners by taking a weighted vote to improve accuracy?

What metric is most appropriate for evaluating a binary classifier on imbalanced data?

Which method reduces dimensionality by projecting data onto orthogonal axes of maximum variance?

In reinforcement learning, what term describes the immediate feedback after taking an action?

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