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NEW QUESTION: 1
데이터 과학자가 다양한 이진 분류 모델을 평가하고 있습니다. 위양성 결과는 비즈니스 관점에서 위양성 결과보다 5 배 더 비쌉니다.
모델은 다음 기준에 따라 평가되어야 합니다.
1) 회수율이 80 % 이상이어야 합니다.
2) 오 탐률이 10 % 이하이어야 합니다.
3) 비즈니스 비용을 최소화해야 합니다.
각 이진 분류 모델을 생성 한 후 데이터 과학자는 해당 혼동 행렬을 생성합니다.
요구 사항을 충족하는 모델을 나타내는 혼동 행렬은 무엇입니까?
A. TN = 91, FP = 9
FN = 22, TP = 78
B. TN = 96, FP = 4
FN = 10, TP = 90
C. TN = 98, FP = 2
FN = 18, TP = 82
D. TN = 99, FP = 1
FN = 21, TP = 79
Answer: C
Explanation:
The following calculations are required:
TP = True Positive
FP = False Positive
FN = False Negative
TN = True Negative
FN = False Negative
Recall = TP / (TP + FN)
False Positive Rate (FPR) = FP / (FP + TN)
Cost = 5 * FP + FN
Options C and D have a recall greater than 80% and an FPR less than 10%, but D is the most cost effective.
NEW QUESTION: 2
A. Option E
B. Option C
C. Option A
D. Option D
E. Option B
Answer: D,E
NEW QUESTION: 3
Which of the following authentication methods requires the user to open the page for authentication?
A. open
B. portal
C. psk
D. 802.1x
Answer: B
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