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NEW QUESTION: 1
An exception needs to be created for a file named "RunMe.exe" in a user's Windows 7 "My Documents"
folder. The user's login name is Bob.
Which method should be used?
A. create a file exception for "RunMe.exe" with a Prefix Variable of %USERPROFILE%
B. create a file exception for "[Drive]:\Users\Bob\My Documents\RunMe.exe"
C. create a file exception for "RunMe.exe" with a Prefix Variable of [USERNAME]
D. create a file exception for "*\RunMe.exe"
Answer: B

NEW QUESTION: 2
Section A (1 Mark)
During "Financial Independence" life stage, typical asset allocation should be
A. 75% equities, rest in fixed income instruments
B. 100% equities
C. 50% equities, rest in fixed income instruments
D. 25% equities, rest in fixed income instruments
Answer: C

NEW QUESTION: 3
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