Question: We have built a prediction model to predict if a person will buy a computer or not. To evaluate the model, we have a

We have built a prediction model to predict if a person will 

We have built a prediction model to predict if a person will buy a computer or not. To evaluate the model, we have a list of 100 people with some basic attributes (e.g., age, student status, income, credit rating) and an attribute specifying if he/she actually bought a computer or not. The following table shows the details of the evaluation results. Please answer the following questions (use the definition of F1-score reported here below): Predicted to buy a computer Predicted not to buy a computer F = 2* True Positive = Actually bought a computer Actually did not buy a computer precision * recall precision + recall False Positive = True Negative = False Negative = F1 = 45 20 10 25

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock

Actually bought a computer ... View full answer

blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!