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NEW QUESTION: 1
10,000個のデータポイントと150個の特徴を持つ正規化された数値特徴セットを含むマルチクラス分類タスク用に作成されたデータセットがあります。
データポイントの75％をトレーニングに使用し、25％をテストに使用します。 Pythonでscikit-learn機械学習ライブラリを使用しています。 Xを使用して機能セットを示し、Yを使用してクラスラベルを示します。
次のPythonデータフレームを作成します。
主成分分析（PCA）メソッドを適用して、トレーニングセットとテストセットの両方で、フィーチャセットの次元を10フィーチャに減らす必要があります。
コードセグメントをどのように完成させる必要がありますか？回答するには、回答エリアで適切なオプションを選択します。
注：それぞれの正しい選択には1ポイントの価値があります。

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
The SAS data set WORK.ONE contains a numeric variable named Num and a character variable named Char:

The following SAS program is submitted:
proc print data=WORK.ONE;
where Num=contains (1);
run;
Which output is generated?
A. No output is generated
B.
C.
D.
Answer: A

NEW QUESTION: 3
다음 중 조직이 내부 환경의 개별 워크 스테이션에서 소프트웨어를 정기적으로 업데이트하지 않을 때 IS 감사인이 가장 염려하는 것은 무엇입니까?
A. 시스템에 버전 제어 문제가 있을 수 있습니다.
B. 조직이 라이선스 계약을 준수하지 않을 수 있습니다.
C. 시스템 기능이 비즈니스 요구 사항을 충족하지 못할 수 있습니다.
D. 조직은 사이버 공격에 더 취약 할 수 있습니다.
Answer: D

NEW QUESTION: 4
You have a server named Server1. Server1 runs Windows Server 2012 R2 and has the File and Storage Services server role installed.
You attach four 500-GB disks to Server1.
You need to configure the storage to meet the following requirements:
Storage for an application named Application1 must be provided. Application1 requires 20 GB and will

require a maximum of 800 GB in three years.
Storage for an application named Application2 must be provided. Application2 requires 20 GB and will

require a maximum of 900 GB in three years.
The solution must provide the ability to dynamically add storage without requiring configuration changes

to the applications.
The storage must be available if a single disk fails.

Which two actions should you perform? (Each correct answer presents part of the solution. Choose two.)
A. From File and Storage Services, create virtual disks by using fixed provisioning.
B. From File and Storage Services, create a storage pool that uses all four disks.
C. From Disk Management, create two new mirror volumes that use two disks each.
D. From File and Storage Services, create virtual disks by using thin provisioning.
E. From Disk Management, create a new RAID-5 volume that uses all four disks.
Answer: B,D
Explanation:
Explanation/Reference:
Reference: http://technet.microsoft.com/en-us/library/jj822937.aspx

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