Session 4

What does SMOTE stand for?

• Sample Management Over-sampling Technique

• Simplified Minority Over-sampling Technique

• Synthetic Minority Over-sampling Technique

• Single Minority Over-sampling Technique

Decision Trees can only be used for classification tasks, not regression?

• True

• False

SVM stands for Support ____________ Machine.

Which machine learning algorithm is used for regression tasks?

• Decision Trees

• K-Nearest Neighbors

• Naive Bayes

• Linear Regression

Accuracy is a suitable metric for evaluating models on imbalanced datasets?

• True

• False

Which metric combines precision and recall into a single value?

• Accuracy

• F1-score

• ROC-AUC

• Mean Squared Error