Questions covered

Question type	Description	Questions using this type
"definition"	tests definitional knowledge
"calculation"	the answer needs to be derived by means of calculation
"problem-solving"	the question requires reasoning beyond calculation
"training"	the question is about training particular models
"evaluation"	the question is about evaluating particular models

| Question difficulty | Guideline | Questions using this type | |---------------------+-----------------------------------------------------------------------------------------------------------------------------------------------+---------------------------| | 1 | can be answered by looking up a specific passage in the book (e.g., match the following impurity measures with their mathematical definition) | | | 2 | requires some straightforward reasoning or calculation (e.g., complete the following contingency table) | | | 3 | requires more involved reasoning or calculation (e.g., a question involving some training data) | | | 4 | requires reasoning beyond what was discussed in the lectures (e.g., material on starred slides such as kernel methods) | | | 5 | a question on an advanced topic that was not discussed in the book (e.g., topics discussed in the epilogue) | |