Notebook + Quiz: Fitting Logistic Regression in Python

Code

If you need a code on the https://github.com/udacity.

QUIZ QUESTION::

Match the corresponding value to the correct description.

ANSWER CHOICES:

Description	Value
The proportion of fraudulent transactions.
The average `duration` for fraudulent transaction.
The proportion of `weekday` transactions.
The average `duration` for non-fraudulent transactions.

SOLUTION:

Description	Value
The proportion of `weekday` transactions.
The average `duration` for fraudulent transaction.
The average `duration` for non-fraudulent transactions.
The proportion of fraudulent transactions.

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.