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NEW QUESTION: 1
You are performing feature scaling by using the scikit-learn Python library for x.1 x2, and x3 features.
Original and scaled data is shown in the following image.

Use the drop-down menus to select the answer choice that answers each question based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: StandardScaler
The StandardScaler assumes your data is normally distributed within each feature and will scale them such that the distribution is now centred around 0, with a standard deviation of 1.
Example:
All features are now on the same scale relative to one another.
Box 2: Min Max Scaler
Notice that the skewness of the distribution is maintained but the 3 distributions are brought into the same scale so that they overlap.
Box 3: Normalizer
References:
http://benalexkeen.com/feature-scaling-with-scikit-learn/

NEW QUESTION: 2
You use Microsoft Outlook 2010 for messaging and e-mailing. MS Outlook has been configured to use an Exchange account. You received an e-mail message that comprises two attachments. One of the attachments is a PowerPoint presentation.
However, you are not able to preview the attachment by using the attachment previewer.
Which of the following actions will you take to resolve the issue?
A. Use the Clean Up tool settings.
B. Change the account settings of Outlook.
C. Change the trust center settings of Outlook.
D. Change the Auto Preview settings.
Answer: C

NEW QUESTION: 3
The standard deviation of a given population is 3.5 with a mean of 26. Assuming the population follows a normal distribution, approximately what percentage of the population will fall between 15.5 and 36.5?
A. 99.7%
B. 68.0%
C. 99.9%
D. 95.0%
Answer: A