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Machine-learning Questions Set 6:

Quiz Mode

What is the name of the algorithm used to train support vector machines?

Gradient descent

Perceptron

Kernel trick

Naive Bayes

Solution:

Which of the following machine learning algorithms is often used for image recognition tasks?

Naive Bayes

SVM

Random Forest

Convolutional Neural Networks (CNN)

Solution:

Which of the following machine learning algorithms can be used for both classification and regression problems?

K-Nearest Neighbors

SVM

Decision trees

Neural Networks

Solution:

Which of the following machine learning algorithms is particularly useful for handling datasets with missing values?

SVM

Decision trees

Random Forest

K-Nearest Neighbors

Solution:

Which machine learning algorithm is particularly useful for handling sequential data, such as time series?

SVM

Decision trees

Recurrent Neural Networks (RNN)

Random Forest

Solution:

Which of the following is an unsupervised learning algorithm used for dimensionality reduction?

K-means clustering

Principal Component Analysis (PCA)

Decision tree

Gradient descent

Solution:

Which of the following is a popular algorithm for finding frequent itemsets in unsupervised learning?

K-means clustering

Apriori

Principal Component Analysis (PCA)

Gradient descent

Solution:

Which of the following machine learning algorithms is used to handle imbalanced datasets?

Decision trees

Random Forest

K-Nearest Neighbors

SMOTE (Synthetic Minority Over-sampling Technique)

Solution:

Which of the following is a disadvantage of using random forests?

They can handle missing data well

They are very interpretable

They can overfit the data

They cannot handle categorical data

Solution:

Which of the following is an advantage of using support vector machines?

They are very interpretable

They can handle missing data well

They can handle both linear and nonlinear data

They cannot handle large datasets

Machine-learning Questions Set 6:

What is the name of the algorithm used to train support vector machines?

Solution:

Which of the following machine learning algorithms is often used for image recognition tasks?

Solution:

Which of the following machine learning algorithms can be used for both classification and regression problems?

Solution:

Which of the following machine learning algorithms is particularly useful for handling datasets with missing values?

Solution:

Which machine learning algorithm is particularly useful for handling sequential data, such as time series?

Solution:

Which of the following is an unsupervised learning algorithm used for dimensionality reduction?

Solution:

Which of the following is a popular algorithm for finding frequent itemsets in unsupervised learning?

Solution:

Which of the following machine learning algorithms is used to handle imbalanced datasets?

Solution:

Which of the following is a disadvantage of using random forests?

Solution:

Which of the following is an advantage of using support vector machines?

Solution:

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