Working with Classification Models

1.

Which of the following Statistics and Predictions can you output when you apply a classification model in SAP Analytics Cloud?

There are two correct answers.

Mean Absolute Percentage Error

Assigned Bin

Outlier Indicator

Root Mean Square Error

2.

Which of the following target variables could be used to build a classification model in SAP Analytics Cloud, without recoding the target categories?

Choose the correct answer.

House_prices with values ranging from $100,000 up to and including $500,000, with all values in that range.

Machine_fail with a value of 1 if the machine failed, and 0 if the machine did not fail.

Exam_result with values "high", "average", "low", "fail".

3.

What dates can you output when you apply a classification model in SAP Analytics Cloud?

There are two correct answers.

Today's date

Apply date

Train date

4.

How many bins are created when you use the assigned bins output option when you apply a classification model in SAP Analytics Cloud?

Choose the correct answer.

2

5

10

20

5.

What does a negatively orientated bar in the Grouped Category Influence chart indicate in the output for a classification model in SAP Analytics Cloud?

Choose the correct answer.

The grouped category has no specific influence on the target.

The grouped category has a positive influence on the target.

The grouped category has a negative influence on the target.

6.

What would be the main reason for you to choose the Assigned Bins option when you apply a classification model?

Choose the correct answer.

To split the apply output dataset into 10 exactly equal bins.

To monitor how the apply dataset population has changed when compared to the training dataset population.

To identify potential outlier values in the apply dataset population.

7.

Which of the following examples are most likely to be classification type problems in SAP Analytics Cloud?

There are two correct answers.

Predicting the probability of a customer switching to a new mobile provider.

Predicting the number of calls a mobile customer will make next month.

Predicting the probability that a credit card customer defaults on a payment.

Predicting the amount a credit card customer will spend ($) next month.

Knowledge quiz

Which of the following Statistics and Predictions can you output when you apply a classification model in SAP Analytics Cloud?

Which of the following target variables could be used to build a classification model in SAP Analytics Cloud, without recoding the target categories?

What dates can you output when you apply a classification model in SAP Analytics Cloud?

How many bins are created when you use the assigned bins output option when you apply a classification model in SAP Analytics Cloud?

What does a negatively orientated bar in the Grouped Category Influence chart indicate in the output for a classification model in SAP Analytics Cloud?

What would be the main reason for you to choose the Assigned Bins option when you apply a classification model?

Which of the following examples are most likely to be classification type problems in SAP Analytics Cloud?