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NEW QUESTION: 1
C-Support Vector分類を使用して、不均衡なトレーニングデータセットでマルチクラス分類を行っています。以下に示すPythonコードを使用したC-Support Vector分類：

C-Support Vector分類コードを評価する必要があります。
どの評価ステートメントを使用す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: Automatically adjust weights inversely proportional to class frequencies in the input data The "balanced" mode uses the values of y to automatically adjust weights inversely proportional to class frequencies in the input data as n_samples / (n_classes * np.bincount(y)).
Box 2: Penalty parameter
Parameter: C : float, optional (default=1.0)
Penalty parameter C of the error term.
References:
https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html

NEW QUESTION: 2
Which statement is true regarding elements? (Choose the best answer.)
A. Elements have one primary classification, one secondary classification, and one subclassification.
B. Elements have one primary classification, one secondary classification, and possibly multiple subclassifications.
C. Elements have possibly multiple primary classifications, one secondary classification, and one subclassification.
D. Elements have possibly multiple primary classifications, possible multiple secondary classifications, and possibly multiple subclassifications.
E. Elements have one primary classification, possibly multiple secondary classifications, and possibly multiple subclassifications.
Answer: B
Explanation:
Subclassifications provide a way to feed balances. Elements can have only one primary and secondary classification, but multiple subclassifications. You can create subclassifications or use predefined ones. Once a subclassification is associated with a classification it cannot be associated with another classification. A subclassification name can be reused under different primary classifications, but you will have to create separate balance feeds for each subclassification with the same name.

NEW QUESTION: 3
Given the following entity classes:
@Entity
@cacheable (true)
Public class A { . . . } @Entity
@cacheable (false)
Public class B { . . .}
@Entity
Public class C { . . . }
If the shared-cache-mode element of persistence.xml is set to ENABLE _SERVICE, which entities are cached when using a persistence provider that supports caching?
A. A, B, and C
B. A and C
C. A and B
D. A only
Answer: D

NEW QUESTION: 4
A technician receives an alert indicating an endpoint is beaconing to a suspect dynamic DNS domain.
Which of the following countermeasures should be used to BEST protect the network in response to this alert? (Choose two.)
A. Ensure the IDS is active on the network segment where the endpoint resides.
B. Isolate the infected endpoint to prevent the potential spread of malicious activity.
C. Set up a sinkhole for that dynamic DNS domain to prevent communication.
D. Implement an internal honeypot to catch the malicious traffic and trace it.
E. Perform a risk assessment and implement compensating controls.
Answer: B,C