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NEW QUESTION: 1
Azure Machine Learning Studioで実験を作成します。 10,000行を含むトレーニングデータセットを追加します。最初の9,000行はクラス0（90パーセント）を表します。
残りの1,000行はクラス1（10パーセント）を表します。
トレーニングセットは、2つのクラス間の不均衡です。 5つのデータ行を使用して、クラス1のトレーニング例の数を4,000に増やす必要があります。 Synthetic Minority Oversampling Technique（SMOTE）モジュールを実験に追加します。
モジュールを構成する必要があります。
どの値を使用する必要がありますか？回答するには、回答領域のダイアログボックス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: 300
You type 300 (%), the module triples the percentage of minority cases (3000) compared to the original dataset (1000).
Box 2: 5
We should use 5 data rows.
Use the Number of nearest neighbors option to determine the size of the feature space that the SMOTE algorithm uses when in building new cases. A nearest neighbor is a row of data (a case) that is very similar to some target case. The distance between any two cases is measured by combining the weighted vectors of all features.
By increasing the number of nearest neighbors, you get features from more cases.
By keeping the number of nearest neighbors low, you use features that are more like those in the original sample.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
NEW QUESTION: 2
注：この質問は、同じまたは類似の回答の選択肢を使用する一連の質問の一部です。 回答の選択肢は、シリーズの複数の質問に対して正しいかもしれません。 各質問は、このシリーズの他の質問とは独立しています。 質問で提供される情報と詳細は、その質問にのみ適用されます。
ネットワークにcontoso.comという名前のActive Directoryドメインが含まれています。 ドメインの機能レベルは、Windows Server 2012 R2です。.
あなたの会社は機密ユーザーデータを管理するために新しいセキュリティ管理者を雇います。
セキュリティ管理者用のSecurity1という名前のユーザーアカウントを作成します。
Security1のパスワードは12文字以上で、10日ごとに変更する必要があります。 ソリューションはSecurity1のみに適用する必要があります。
どのツールを使用しますか？
A. Dsadd quota
B. Active Directory Users and Computers
C. Dsmain
D. Dsmod
E. Group Policy Management Console
F. Active Directory Administrative Center
G. Dsacls
H. Ntdsutil
Answer: B
NEW QUESTION: 3
Amie Lear, CFA, is a quantitative analyst employed by a brokerage firm. She has been assigned by her supervisor to cover a number of different equity and debt investments. One of the investments is Taylor, Inc. (Taylor), a manufacturer of a wide range of children's toys. Based on her extensive analysis, she determines that her expected return on the stock, given Taylor's risks, is 10%. In applying the capital asset pricing model (CAPM), the result is a 12% rate of return.
For her analysis of the returns of Devon, Inc. (Devon), a manufacturer of high-end sports apparel, Lear intends to use the Fama-French model (FFM). Devon is a small-cap growth stock that has traded at a low market-to-book value in recent years. Lear's analysis has provided a wealth of quantitative information to consider. The return on a value-weighted market index minus the risk-free rate is 5.5%, the small-cap return premium is 3.1%, the value return premium is 2.2%, and the liquidity premium is 3.3%. The risk-free rate is 3.4%. The market, size, relative value, and liquidity betas for Devon are 0.7, -0.3, 1.4, and 1.2, respectively. In estimating the appropriate equity risk premium, Lear has chosen to use the Gordon growth model.
Lear's assistant, Doug Saunders, presents her with a report on macroeconomic multifactor models that includes the following two statements:
Statement 1: Business cycle risk represents the unexpected change in the difference between the return of risky corporate bonds and government bonds.
Statement 2: Confidence risk represents the unexpected change in the level of real business activity.
Lear is also attempting to determine the most appropriate method for determining the required return for Densmore, Inc. (Densmore), a closely held company that is considering a debt issue within the next year.
The company has not previously issued debt securities to the public, relying instead on bank financing.
She realizes that there are a number of models to consider, including the CAPM, multifactor models, and build-up models.
Based on Lear's analysis, Taylor's stock is most likely to be:
A. overvalued.
B. undervalued.
C. correctly valued.
Answer: A
Explanation:
Explanation/Reference:
Explanation:
Since the required return (12%) as determined by CAPM is greater than Lear's expected return (10%), then Taylors stock is overvalued. (Study Session 10, LOS 35.a)
NEW QUESTION: 4
What is the recommended maximum memory value that is displayed when configuring a virtual machine based upon?
A. The maximum value the guest operating system supports
B. The maximum recommended by the OS manufacturer.
C. The amount of memory in the ESXi host
D. The threshold needed for the ESXi host to satisfy a reservation value
Answer: C
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