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NEW QUESTION: 1
A customer wants to replace their POWERS system with a new POWER7+ system, and wants to run an additional Lotus Domino server on the new system. Which tool should be used to size the new system?
A. System Planning Tool
B. Domino Sizing Worksheet
C. Workload Estimator
D. eConfig
Answer: C

NEW QUESTION: 2
Which statement about the Emergency Change Advisory Board (ECAB) is CORRECT?
A. The ECAB considers every high priority Request for Change
B. The ECAB will be chaired by the IT Director
C. The ECAB will be used for emergency changes where there may not be time to call a full CAB
D. Amongst the duties of the ECAB is the review of completed emergency changes
Answer: C

NEW QUESTION: 3
You have a dataset created for multiclass classification tasks that contains a normalized numerical feature set with 10,000 data points and 150 features.
You use 75 percent of the data points for training and 25 percent for testing. You are using the scikit-learn machine learning library in Python. You use X to denote the feature set and Y to denote class labels.
You create the following Python data frames:
You need to apply the Principal Component Analysis (PCA) method to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
How should you complete the code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Box 1: PCA(n_components = 10)
Need to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
Example:
from sklearn.decomposition import PCA
pca = PCA(n_components=2) ;2 dimensions
principalComponents = pca.fit_transform(x)
Box 2: pca
fit_transform(X[, y])fits the model with X and apply the dimensionality reduction on X.
Box 3: transform(x_test)
transform(X) applies dimensionality reduction to X.
References:
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html

NEW QUESTION: 4
Which of these factors has the biggest impact on data transmission speed in a wireless network?
A. The access method used for the network
B. The use of strong encryption for transmissions
C. The transmission standard of the equipment used
D. The transmission wattage rating used on the NIC
Answer: C