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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、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
In health plan pharmacy networks, service costs consist of two components: costs for services associated with dispensing prescription drugs and costs for cognitive services. Cognitive services typically include:
A. making generic substitutions of drugs
B. providing patient monitoring
C. counseling patients about prescriptions
D. switching prescription drugs to preferred drugs
Answer: C

NEW QUESTION: 3
You design a Business Intelligence (BI) solution by using SQL Server 2008. You design a SQL Server 2008
Reporting Services (SSRS) report that meets the following requirements:
-Displays sales data for the last 12 months.
-Enables users to view the sales information summarized by month.
-Enables users to view individual sales orders for any given month.
You need to design the report to minimize the impact on bandwidth.
What should you do?
A. Create a standard report that contains all sales orders. Implement grouping for the monthly summaries.
B. Create a standard report that contains the monthly summaries. Create a subreport for the sales orders for any given month.
C. Create a standard report that contains the monthly summaries. Create a drillthrough report for the sales orders for any given month.
D. Create a standard report that contains all sales orders. Implement report filtering based on the month.
Answer: C

NEW QUESTION: 4
A role has 2 out of 6 report menus enabled. However, the users assigned to that role can see all 6 report menus. Why can the users see all 6 report menus?
There are 2 correct answers to this question.
Response:
A. The role has the View All Menus permission enabled
B. The user is assigned to multiple roles
C. The administrator shared a report in the other 4 report menus with the users
D. The role ID is Report Admin
Answer: B,C