Machine Learning Quiz

Regression

Decision Trees (correct)

Dimensionality Reduction

Clustering

Supervised learning is used for clustering problems, while unsupervised learning is used for classification problems

Supervised learning is faster than unsupervised learning

Unsupervised learning is used for classification problems, while supervised learning is used for clustering problems

Supervised learning requires labeled data, while unsupervised learning does not (correct)

When the model is trained on too much data

When the model is too simple and fails to capture the complexity of the data

When the model is too complex and fits the noise in the data instead of the signal (correct)

When the model is trained on too little data