Worksheetsmachinelearning-3
Total questions: 6
Worksheet time: 3mins
What is the primary goal of linear regression?
To classify data points into different categories.
To find the line of best fit for a set of data points.
To cluster data points into groups based on similarity.
To predict a categorical outcome.
Which of the following is a common metric used to evaluate the performance of a linear regression model?
Accuracy
Precision
F1-score
Mean Squared Error
What is an epoch in deep learning?
The number of layers in a neural network
The number of training examples in a dataset
The number of times the entire dataset is passed through the neural network during training
The number of neurons in a layer
What is the purpose of a recurrent neural network (RNN)?
To handle sequential data
To classify images
To perform dimensionality reduction
To generate synthetic data
Which deep learning technique is used for generating new, realistic data samples?
Reinforcement Learning
Transfer Learning
Convolutional Neural Networks (CNNs)
Generative Adversarial Networks (GANs)
What is the main advantage of using Convolutional Neural Networks (CNNs) for image processing?
