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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
From the following answer choices, choose the type of clause or provision described in this situation.
The Idlewilde Health Plan includes in its provider contracts a clause or provision that allows the terms of the contract to renew unchanged each year.
A. Cure provision
B. Evergreen clause
C. Hold-harmless provision
D. Exculpation clause
Answer: B

NEW QUESTION: 3
Which part of the Windows Registry contains the user's password file?
A. HKEY_USER
B. HKEY_CURRENT_USER
C. HKEY_CURRENT_CONFIGURATION
D. HKEY_LOCAL_MACHINE
Answer: D

NEW QUESTION: 4
What should you enter for the cacheld configuration element that resides inside the remotelnstance configuration section of the <EI_HOME>/conf/registry.xml file?
<remoteInstance url=\"https://localhost:9443/registry\n>
<id>instaceid</id>
<dbConfigx/dbConfig>
< readonly >true</readOnly>
<enableCache>true</enableCache>
<registryRoot>/</registryRoot>
<cacheldx/cacheld>
</remoteInstance>
A. The SHA 255 hash of the value you gave to the element.
B. The JDBC connection URL of the registry database.
C. The SHA 256 hash of the JDBC connection URL of the registry database.
D. The value you entered for the element.
Answer: B