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NEW QUESTION: 1
10,000のデータポイントと150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、機能セットの次元数を10の機能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、回答領域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
You are developing a SQL Server Reporting Services (SSRS) report. The report includes a dataset with fields named Year Month Number, and InvCount. The report includes a table that displays the inventory count per year, as shown in the following table.
You need to modify the table to include a graphical item displaying the inventory count trend to the right of the Inv Count column.
What should you do?
A. Add an Indicator item to a new column on the right of the Inv Count column. Select the Directional Indicator type and then assign the MonthNumber field to the Start property.
B. Add a Sparkline item to a new column on the right of the Inv Count column. Then select the InvCount field for Values and the MonthNumber field for Series Groups.
C. Add a text box to a new column on the right of the Inv Count column. Then use a Go to report action to link to a separate report showing the monthly trend.
D. Add a Sparkline item to a new column on the right of the Inv Count column. Then select the InvCount field for Values and the MonthNumber field for Category Groups.
E. Add an Indicator item to a new column on the right of the Inv Count column. Select the Directional Indicator type and then select the MonthNumber field for Value.
Answer: D
NEW QUESTION: 3
Upon initial creation of a service instance in Oracle Java Cloud Service, administrative user accounts for the WebLogic Server domain and the underlying Compute Cloud Service virtual machines are automatically created.
Which statement about the administrative accounts is true?
A. For the opc user to become root on the WebLogic Administration Server virtual machine, the private key corresponding to the public key that was used when the service instance was created should first be attached to the virtual machine
B. The oracle user cannot be used to log in to the WebLogic Administration Server virtual machine
C. The password for the virtual machine opc user or oracle user can be changed through the Oracle Compute Cloud Service console
D. The WebLogic Administrator user name and password should be used to disable or enable the load balancer through the Oracle Traffic Director Administration Console
Answer: D
Explanation:
Reference https://docs.oracle.com/en/cloud/paas/java-cloud/jscug/adding-load-balancer- oracle-java-cloud-service-instance.html