Quiz: Evaluation - ML Study Guide

Question 1

What is Precision?

A TP/(TP+FN) B TP/(TP+FP) C TN/(TN+FP) D TN/(TN+FN)

Question 2

What is Recall?

A TP/(TP+FN) B TP/(TP+FP) C TN/(TN+FP) D TN/(TN+FN)

Question 3

Type I Error is:

A False Negative B False Positive C True Positive D True Negative

Question 4

Type II Error is:

A False Negative B False Positive C True Positive D True Negative

Question 5

For disease detection, prioritize:

A Precision B Recall C Accuracy D Specificity

Question 6

F1 Score is the ____ mean of P and R:

A Arithmetic B Geometric C Harmonic D Weighted