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NEW QUESTION: 1
기계 학습 엔지니어가 Amazon SageMaker Linear Learner 알고리즘을 사용하여 지도 학습 작업을 위한 데이터 프레임을 준비하고 있습니다. ML 엔지니어는 대상 레이블 클래스가 매우 불균형하고 여러 특성 열에 누락 된 값이 있음을 확인합니다. 전체 데이터 프레임에서 누락 된 값의 비율은 5 % 미만입니다.
ML 엔지니어는 누락 된 값으로 인한 편향을 최소화하기 위해 무엇을 해야 합니까?
A. 각 결 측값을 동일한 열의 결 측값이 아닌 값의 평균 또는 중앙값으로 바꿉니다.
B. 각 결 측값을 동일한 행의 결 측값이 아닌 값의 평균 또는 중앙값으로 바꿉니다.
C. 각 기능에 대해 다른 기능을 기반으로지도 학습을 사용하여 결 측값을 근사화합니다.
D. 결 측값이 포함 된 관측치는 데이터의 5 % 미만을 나타내므로 삭제합니다.
Answer: C
Explanation:
Use supervised learning to predict missing values based on the values of other features. Different supervised learning approaches might have different performances, but any properly implemented supervised learning approach should provide the same or better approximation than mean or median approximation, as proposed in responses A and C.
Supervised learning applied to the imputation of missing values is an active field of research.
NEW QUESTION: 2
The alarms of all devices can be displayed on the NetEco, but the corresponding alarm automatic formation work orders cannot be sent to the processor.
A. TRUE
B. FALSE
Answer: B
NEW QUESTION: 3
What is a benefit of verities Extension for Oracle Disk Manager (ODM) for Oracle database that reside on Veritas file systems?
A. Reduced system call overhead
B. Support for large file size
C. Enhanceddata energy
D. Improved synchronous writes
Answer: A
NEW QUESTION: 4
Welche drei Aussagen treffen auf die extraterritoriale Reichweite von Gesetzen und Gesetzen der USA zu?
A. Wirtschafts- und Handelssanktionen von OFAC können extraterritoriale Risiken für Finanzinstitute und Unternehmen außerhalb der USA darstellen.
B. Die extraterritoriale Reichweite deckt alle Transaktionen in der gesamten Weltwirtschaft ab
C. Das Gesetz zur Bekämpfung der Geldwäsche kann für Transaktionen gelten, die teilweise im Ausland stattfinden
D. Der Angeklagte muss nicht wissen, dass die Gelder aus einer illegalen Aktivität nach staatlichem, bundesstaatlichem oder ausländischem Recht stammen
Answer: A,C,D
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