Modeling - Basics Flashcards
1
Q
Precision
A
Positive Predictive Value
= TP/ (TP + FP)
2
Q
Recall
A
True Positive Rate
Sensitivity
= TP/(TP+FN)
3
Q
True Negative Rate
A
Specificity
= TN/(TN+FP)
4
Q
Negative Predictive Value
A
= FN/(FN+TN)
5
Q
Most relevant metric when goal is to minimize false negatives
A
Recall
6
Q
Most relevant metric when goal is to minimize false positives
A
Precision
