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NEW QUESTION: 1
You create an experiment in Azure Machine Learning Studio. You add a training dataset that contains 10,000 rows. The first 9,000 rows represent class 0 (90 percent).
The remaining 1,000 rows represent class 1 (10 percent).
The training set is imbalances between two classes. You must increase the number of training examples for class 1 to 4,000 by using 5 data rows. You add the Synthetic Minority Oversampling Technique (SMOTE) module to the experiment.
You need to configure the module.
Which values should you use? To answer, select the appropriate options in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: 300
You type 300 (%), the module triples the percentage of minority cases (3000) compared to the original dataset (1000).
Box 2: 5
We should use 5 data rows.
Use the Number of nearest neighbors option to determine the size of the feature space that the SMOTE algorithm uses when in building new cases. A nearest neighbor is a row of data (a case) that is very similar to some target case. The distance between any two cases is measured by combining the weighted vectors of all features.
By increasing the number of nearest neighbors, you get features from more cases.
By keeping the number of nearest neighbors low, you use features that are more like those in the original sample.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote

NEW QUESTION: 2
Which two statements appropriately describe the backup and recovery procedures on Exadata?
A. Data stored in a database is backed up and restored by using RMAN commands.
B. Database server software backup is automatic and recovery is accomplished by using a rescue procedure.
C. Cell software backup is performed through CellCLI and cell recovery is accomplished by using a rescue procedure.
D. Cell software backup is automatic and cell recovery is accomplished by using a rescue procedure.
E. Data stored in a database is backed up and restored by using CellCLI commands.
Answer: A,D
Explanation:
Explanation/Reference:
Explanation:
A: Your Exadata Storage Servers do not need to bebacked up; Exadata automatically backs these up using a self-maintained internal USB drive.
D: Backup your Oracle databases using Oracle RMAN

NEW QUESTION: 3
どの2つのステートメントはRecovery Managerのデータベース検証コマンドについて正しいですか。
A. これは破損したpfilesを検出することができます。
B. これはブロック内の破損のためにデータベースをチェックします。
C. これは破損しているSPFILEを検出することができます。
D. これは破損ブロック·チェンジ·トラッキング·ファイルを検出することができます。
E. これはブロック間の破損のデータベースをチェックします。
Answer: B,C
Explanation:
Block corruptions can be divided Into Interblock corruption and intrablock corruption. In intrablock corruption. the corruption occurs within the block itself and can be either physical or logical corruption. In interblock corruption, the corruption occurs between blocks and can only be logical corruption.
(key word) * The VALIDATE command checks for intrablock corruptions only. Only DBVERIFY and the ANALYZE statement detect Interblock corruption.
VALIDATE Command Output >> List of Control File and SPFILE.
File TYPE >> SPFILE or Control File.
Status >> OK if no corruption, or FAILED If block corruption is found.
Blocks Failing >> The number of blocks that fail the corruption check. These blocks are newly corrupt.
Blocks Examined >> Total number of blocks in the file.
Oracle' Database Backup and Recovery User's Guide 12c Release 1 (12.1) - 16 Validating Database Files and Backups

NEW QUESTION: 4

A. Windows Virtual Desktop Access (VDA)
B. Disaster Recovery Rights
C. Fail-Over Rights
D. Unlimited Virtualization rights
Answer: A
Explanation:
Explanation
https://blogs.technet.microsoft.com/volume-licensing/2013/05/10/microsoft-volume-licensing-mail-bag-three-qu

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