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NEW QUESTION: 1
A Data Scientist is evaluating different binary classification models. A false positive result is 5 times more expensive (from a business perspective) than a false negative result.
The models should be evaluated based on the following criteria:
1) Must have a recall rate of at least 80%
2) Must have a false positive rate of 10% or less
3) Must minimize business costs
After creating each binary classification model, the Data Scientist generates the corresponding confusion matrix.
Which confusion matrix represents the model that satisfies the requirements?
A. TN = 99, FP = 1
FN = 21, TP = 79
B. TN = 96, FP = 4
FN = 10, TP = 90
C. TN = 98, FP = 2
FN = 18, TP = 82
D. TN = 91, FP = 9
FN = 22, TP = 78
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 customer wants to clean up the HP SIM database , but must keep events from the last 180 days complying with regulations.
How can you delete events older than 180 days to keep the database clean and comply with regulations at the same time?
A. Configure an event retention policy to keep events from the last 180 days and delete the remaining events manually.
B. Configure a custom command to use the database CLI to delete events older than 180 days.
C. Change the retention policy in the database level to delete all entries older than 180 days.
D. Create a collection to select events older than 180 days, and write a task to delete events on that collection.
Answer: D
Explanation:
For every system that is discovered in HP SIM, an event is created that cannot be deleted (the Discovered System event) until the system is deleted. If you are managing 1,500 systems, this means that 1,500 events are automatically generated before any SNMP traps are received. These Discovered System events can be cleared so that they can be easily filtered out. This can be performed automatically by creating a collection to filter all events older than X days, then creating a task to delete events from that collection.
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NEW QUESTION: 3
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
A user named User2 has a computer named Computer2 that runs Windows 10. User2 joins Computer2 to contoso.com by using [email protected].
Computer1 contains a folder named Folder1. Folder1 is in drive C and is shared as Share1. Share1 has the permission shown in the following table.
A user named User2 has a computer named Computer2 that runs Windows 10. User2 joins Computer2 to contoso.com by using [email protected].
User2 attempts to access Share1 and receives the following error message: "The username or password is incorrect." You need to ensure that User2 can connect to Share1.
Solution: You create a local user account on Computer1 and instruct User2 to use the local account to connect to Share1.
Does this meet the goal?
A. Yes
B. No
Answer: B
NEW QUESTION: 4
A Security Administrator is performing a log analysis as a result of a suspected AWS account compromise. The Administrator wants to analyze suspicious AWS CloudTrail log files but is overwhelmed by the volume of audit logs being generated.
What approach enables the Administrator to search through the logs MOST efficiently?
A. Configure Amazon Macie to classify and discover sensitive data in the Amazon S3 bucket that contains the CloudTrail audit logs.
B. Configure Amazon Athena to read from the CloudTrail S3 bucket and query the logs to examine account activities.
C. Enable Amazon S3 event notifications to trigger an AWS Lambda function that sends an email alarm when there are new CloudTrail API entries.
D. Implement a "write-only" CloudTrail event filter to detect any modifications to the AWS account resources.
Answer: B