Question

Match the following terms: Supervised learning 1. clustering Unsupervised learning 2. classification

In supervised learning, the class labels of training data is unknown or not used. True False

Answer 1

The correct match of the following terms is:

Supervised learning - 2. classification

Unsupervised learning - 1. clustering

The given statement, "In supervised learning, the class labels of training data is unknown or not used" is false. In supervised learning, the class labels of training data are known and used to train the model. The goal of supervised learning is to predict the output variable based on the input variables using a labeled dataset. The labeled dataset contains input variables and their corresponding output variables. The model is trained on this labeled dataset to predict the output variable for new input variables.