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Machine-learning Questions Set 5:

Quiz Mode

High entropy means that the partitions in classification are

Not Pure

Pure

Useless

Useful

Solution:

Which of the following is considered a subset of Artificial Intelligence?

Machine Learning

Alexa

Google Assistant

Siri

Solution:

Which of the following is a type of unsupervised learning algorithm?

Linear Regression

K-Nearest Neighbors

K-Means Clustering

Decision Tree

Solution:

Which type of machine learning problem is used for predicting continuous numerical values?

Classification

Regression

Decision trees

Neural networks

Solution:

In which of the following machine learning algorithms is the training data labeled using categorical variables?

Decision trees

Random Forest

SVM

Naive Bayes

Solution:

Which machine learning algorithm is particularly useful for handling high-dimensional datasets with many features?

Linear regression

Naive Bayes

K-Nearest Neighbors

SVM

Solution:

Which of the following machine learning algorithms is particularly useful for identifying the most important features in a dataset?

Decision trees

SVM

Random Forest

Linear regression

Solution:

which of the following can only be used when training data are linearly seperable.

Linear hard-margin SVM.

Non Linear Logistic Regression.

Linear Soft margin SVM.

The Parzen Window method.

Solution:

Which of the following statements about decision trees is correct?

Decision trees are not used for classification problems.

Decision trees are a type of unsupervised learning algorithm.

Decision trees can handle both categorical and numerical data.

Decision trees are only suitable for small datasets.

Solution:

What is unsupervised learning?

All the given options are correct

It is a type of antrika that looks for previously undetected patterns in a data set with no pre-existing labels and with a minimum of human supervision

It is a type of blockchain that looks for previously undetected patterns in a data set with no pre-existing labels and with a minimum of human supervision

It is a type of ML that looks for previously undetected patterns in a data set with no pre-existing labels and with a minimum of human supervision

Solution:

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Machine-learning Questions Set 5:

High entropy means that the partitions in classification are

Solution:

Which of the following is considered a subset of Artificial Intelligence?

Solution:

Which of the following is a type of unsupervised learning algorithm?

Solution:

Which type of machine learning problem is used for predicting continuous numerical values?

Solution:

In which of the following machine learning algorithms is the training data labeled using categorical variables?

Solution:

Which machine learning algorithm is particularly useful for handling high-dimensional datasets with many features?

Solution:

Which of the following machine learning algorithms is particularly useful for identifying the most important features in a dataset?

Solution:

which of the following can only be used when training data are linearly seperable.

Solution:

Which of the following statements about decision trees is correct?

Solution:

What is unsupervised learning?

Solution:

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