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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。
どのようにコードセグメントを完成させるべきですか？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:
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.
参照：
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html
NEW QUESTION: 2
A Qualified Internal Auditor directs the audit function for a large city and is planning the audit schedule for the next year. The city has a number of different funds, some that are restricted in use by government grants and some that require compliance reports to the government. One of the programs for which the city has received a grant is job retraining and placement. The grantspecifies certain conditions a participant in the program must meet in order to be eligible for the funding.
The auditor must determine the applicable laws and regulations.
Which of the following procedures would be the least effective in learning about the applicable laws and regulations?
A. Discuss the matter with the audit committee and make inquiries as to the nature of the requirements and the audit committee's objectives for the audit.
B. Make inquiries of the city's chief financial officer, legal counsel, or grant administrators.
C. Review prior year working papers and enquire of officials as to changes.
D. Review applicable grant agreements.
Answer: A
NEW QUESTION: 3
Which of the following authentication methods can be configured in the Identity Awareness setup wizard?
A. TACACS
B. Captive Portal
C. Check Point Password
D. Windows password
Answer: B
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