IEEE workshop quiz 1

What is the purpose of training data in machine learning?

• To evaluate the model's performance

• To make predictions on new data

• To tune hyperparameters

• To train the model and learn patterns

Which technique is used to predict categorical outcomes in machine learning?

• Regression

• Classification

• Clustering

• Dimensionality reduction

Which evaluation metric is commonly used for classification problems to measure the overall performance of a model?

• Precision

• Accuracy

• Recall

• F1 score

Which type of machine learning algorithm learns from labeled examples and makes predictions on unseen data?

• Supervised learning

• Unsupervised learning

• Reinforcement learning

• Deep learning

The model will be trained with data in one single batch is known as ?

• Batch Learning

• Offline Learning

• Both Batch and Offline Learning

• None of these