Question

Is this model of a Confusion Matrix, better in predicting a person that washes his/her hand or when someone does not wash their hand?

Confusion Matrix

Training

Actual Predicted Count

Wash   Yes No

Yes 77 10

No 42 21

Group of answer choices

A. Model is better in predicting a person that doesn’t wash his/her hand because when the actual is NO, there is a smaller chance that the model predicts a YES

B. Model is better in predicting a person that washes his/her hand because when the actual is YES, there is a smaller chance that the model predicts a NO

C. Model is better in predicting a person that doesn’t wash his/her hand because when the actual is NO, there is a smaller chance that the model predicts a NO

D. Model is better in predicting a person that washes his/her hand because when the actual is YES, there is a smaller chance that the model predicts a YES

Answer 1

Actual / predicted

Wash	Yes	No	Total
Yes	77	10	87
No	42	21	63
Total	119	31	150

Here predicting yes when the hand is washed is 77 out of 87. only 10 times get false results.

On the other hand when it doesn' washed hand it predicted no 21 out of 63 and 42 times out of 63 gets the false result.

so the model is better in predicting a person that washes his/her hand because when the actual is YES, there is a smaller chance that the model predicts a NO

B. Model is better in predicting a person that washes his/her hand because when the actual is YES, there is a smaller chance that the model predicts a NO