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NEW QUESTION: 1
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:

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: 2
What is the best description of a unified ACL on a Cisco Firewall
A. An Ipv6 ACL with Ipv4 backward compatitiblity
B. An Ipv4 ACL with Ipv4 support
C. An ACL the support EtherType in additional Ipv6
D. An ACL with both Ipv4 and Ipv6 functionality
Answer: D
Explanation:
Explanation
http://www.cisco.com/c/en/us/td/docs/security/asa/asa90/configuration/guide/asa_90_cli_config/intro_intro.html

NEW QUESTION: 3

A. Option A
B. Option F
C. Option E
D. Option D
E. Option B
F. Option C
Answer: C,E,F
Explanation:
Cisco Validated Designs (CVDs) provide the foundation for systems design based on common use cases or current engineering system priorities. They incorporate a broad set of technologies, features, and applications to address customer needs. Each one has been comprehensively tested and documented by Cisco engineers to ensure faster, more reliable, and fully predictable deployment.

NEW QUESTION: 4
管理者がvSphere vMotionの移行を実行できなくなる構成はどれですか。
A. VMでCPUアフィニティが有効になっています。
B. VMには仮想互換モードのRDMがあります。
C. 1GbEアダプターがvMotionネットワークで使用されています。
D. ESXiホストはIPv6アドレスを使用します。
Answer: A