Notebook + Quiz: Fitting Logistic Regression in Python

Workspace

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Workspace Information:

Default file path:
Workspace type: jupyter
Opened files (when workspace is loaded): n/a

QUIZ QUESTION: :

Match the corresponding value to the correct description.

ANSWER CHOICES:

Description	Value
0.988
0.012
0.345
0.655
4.62
30.01

SOLUTION:

Description	Value
0.012
0.345
4.62
30.01

SOLUTION:

Duration.
Weekday.

Advanced Question - for after you watch the next videos - Which of the following interpretations are correct with regard to your coefficients? Check all that apply.

For each additional minute, there is 1.46 less of a chance of the transaction being fraud holding the day of the week constant.

On weekdays, the chance of fraud is 2.54 times more likely than on weekends holding duration constant.

On weekdays, the chance of fraud is 12.76 times more likely than on weekends holding duration constant.

For each minute less spent on the transaction, the chance of fraud is 1.46 times more likely holding the day of week constant.

For each minute less spent on the transaction, the chance of fraud is 4.32 times more likely holding the day of week constant.

SOLUTION:

On weekdays, the chance of fraud is 12.76 times more likely than on weekends holding duration constant.
For each minute less spent on the transaction, the chance of fraud is 4.32 times more likely holding the day of week constant.