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NEW QUESTION: 1
회사는 사용자 행동을 사기 또는 일반으로 분류하려고 합니다. 내부 연구를 기반으로 머신 러닝 전문가는 계정 사용 기간과 거래 월의 두 가지 기능을 기반으로 이진 분류기를 작성하려고 합니다. 이러한 기능에 대한 클래스 분포는 제공된 그림에 나와 있습니다.
이 정보를 바탕으로 어떤 모델이 사기 등급과 관련하여 가장 높은 회수율을 보입니까?
A. 나이브 베이지안 분류기
B. 의사 결정 트리
C. 선형 서포트 벡터 머신 (SVM)
D. S 자형 활성화 기능이 있는 단일 퍼셉트론
Answer: B
Explanation:
To identity fraudulent or not, you need a model with high accuracy and high recall (low false negative). The data in the graph is non-linear. Generally Decision tree gives better result for non- linear data than Naive Bayes classifier.
https://datascience.stackexchange.com/questions/6787/are-decision-tree-algorithms-linear-or- nonlinear
https://sebastianraschka.com/Articles/2014_naive_bayes_1.html
NEW QUESTION: 2
When adding or rejoining a member to a search head cluster, the following error is displayed:
Error pulling configurations from the search head cluster captain; consider performing a destructive configuration resync on this search head cluster member.
What corrective action should be taken?
A. Run the splunk apply shcluster-bundle command from the deployer.
B. Restart the search head.
C. Run the splunk resync shcluster-replicated-config command on this member.
D. Run the clean raft command on all members of the search head cluster.
Answer: C
Explanation:
Explanation
https://community.splunk.com/t5/Deployment-Architecture/How-to-resolve-error-quot-Error-pulling-configurati
NEW QUESTION: 3
You need to resolve the performance issues of the usp_ExportOpenings stored procedure. The solution must minimize the amount of hard disk space used.
Which statement should you execute on DB1?
A. CREATE INDEX IX_Exp_Openings ON Openings(PostDate) INCLUDE (Description, Title, Salary) WHERE FilledDate IS NULL;
B. EXEC sp_dboption 'DB1', 'auto create statistics', 'TRUE';
C. EXEC sp_recompile 'usp_ExportOpenings';
D. CREATE INDEX IX_Exp_Openings ON Openings(PostDate, FilledDate) INCLUDE (Description, Title, Salary);
Answer: A
NEW QUESTION: 4
Out of the stripping options available for the EBS volumes, which one has the following disadvantage:
'Doubles the amount of I/O required from the instance to EBS compared to RAID 0, because you're mirroring all writes to a pair of volumes, limiting how much you can stripe.' ?
A. RAID 1+0 (RAID 10)
B. Raid 1
C. Raid
D. Raid 0
Answer: A
Explanation:
Explanation
http://docs.aws.amazon.com/AWSEC2/latest/WindowsGuide/raid-config.html
raid 0 and 1 are the common types. Raid 5 and 6 are not recommended because of the extended stripe. If you encounter this question on the exam I suspect the answer options will be different.
Raid 1 Disadvantage
Does not provide a write performance improvement; requires more Amazon EC2 to Amazon EBS bandwidth than non- RAID configurations because the data is written to multiple volumes simultaneously.
Raid 0 Disadvantage
Performance of the stripe is limited to the worst performing volume in the set. Loss of a single volume results in a complete data loss for the array.
Raid 5 and 6 notes
RAID 5 and RAID 6 are not recommended for Amazon EBS because the parity write operations of these RAID modes consume some of the IOPS available to your volumes. Depending on the configuration of your RAID array, these RAID modes provide 20-30% fewer usable IOPS than a RAID 0 configuration. Increased cost is a factor with these RAID modes as well; when using identical volume sizes and speeds, a 2-volume RAID 0 array can outperform a 4-volume RAID 6 array that costs twice as much.
