30. Notebook + Quiz: Model Diagnostics
Code
If you need a code on the https://github.com/udacity.
QUIZ QUESTION::
Using the results of your confusion matrix, provide the value next to the description of the value.
ANSWER CHOICES:
|
Description |
Value |
|---|---|
The number of non-admits correctly identified as non-admits |
|
The number of admits correctly identified as admits. |
|
The number of admits incorrectly identified as non-admits. |
|
The number of non-admits incorrectly identified as admits. |
SOLUTION:
|
Description |
Value |
|---|---|
|
The number of non-admits correctly identified as non-admits |
|
|
The number of non-admits incorrectly identified as admits. |
|
|
The number of admits incorrectly identified as non-admits. |
|
|
The number of admits correctly identified as admits. |
QUIZ QUESTION::
Match each answer to the question it answers.
ANSWER CHOICES:
|
Question |
Answer |
|---|---|
If we really care about correctly identifying the accepted students as accepted, which metric do we care about the most? |
|
If we only care obtaining the most correctly identified cases whether accepted or non-accepted, which metric do we care about the most? |
|
What was the recall for the test data? |
|
What was the precision for the test data? |
SOLUTION:
|
Question |
Answer |
|---|---|
|
What was the recall for the test data? |
|
|
If we only care obtaining the most correctly identified cases whether accepted or non-accepted, which metric do we care about the most? |
|
|
What was the precision for the test data? |
|
|
If we really care about correctly identifying the accepted students as accepted, which metric do we care about the most? |