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Section checkpoint · 04

Linear Models

Use this short test to check whether the main ideas from the section are connected in your mind. A strong score means you can recognise the concepts; revisit linked lessons when an answer feels uncertain.

5questionsTarget: 4/5 or better

Question 11 point

Which concept is most appropriate for this situation: You need to predict a continuous numeric target and evaluate prediction error.

Softmax IntuitionRegularisation PathsRidge RegressionLinear Regression

Question 21 point

Which concept is most appropriate for this situation: You need to predict a continuous numeric target and evaluate prediction error.

Lasso RegressionElastic NetLogistic RegressionLinear Regression

Question 31 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Elastic Net” and explain how its input is transformed into a valid output.

Ridge RegressionElastic NetSoftmax IntuitionLogistic Regression

Question 41 point

Which concept is most appropriate for this situation: You need to predict a continuous numeric target and evaluate prediction error.

Linear RegressionRidge RegressionSoftmax IntuitionLogistic Regression

Question 51 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Regularisation Paths” and explain how its input is transformed into a valid output.

Softmax IntuitionRegularisation PathsRidge RegressionLogistic Regression