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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。

トレーニングセットとテストセットの両方で、機能セットの次元を10個の機能に減らすには、主成分分析（PCA）メソッドを適用する必要があります。
コードセグメントをどのように完了する必要がありますか？回答するには、回答領域で適切なオプションを選択します。
注：正しい選択はそれぞれ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
データライフサイクル管理（DLM）とは何ですか？
A. データの正確性と最新性を保証する方法で個人データを管理する
B. GDRPの有効期間中に個人データが処理されることを保証します。
C. データライフサイクルのいくつかの段階で、適切なレベルのデータ保護が行われていることを確認します。
Answer: B

NEW QUESTION: 3
Refer to the exhibit.

Which two statements about the network environment of the device that generated this output are true? (Choose two.)
A. If a router with a higher IP address and same HSRP priority as the active router becomes available, that router becomes the new active router 5 seconds later.
B. The hello and hold timers are set to custom values.
C. The virtual IP address of the HSRP group is 10.1.1.1
D. The local device has a higher priority setting than the active router.
E. if the local device fails to receive a hello from the active router for more than 5 seconds, it can become the active router.
Answer: A,C