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NEW QUESTION: 1
注：この質問は、同じシナリオを提示する一連の質問の一部です。シリーズの各質問には、記載された目標を達成する可能性のある独自のソリューションが含まれています。一部の質問セットには複数の正しい解決策がある場合もあれば、正しい解決策がない場合もあります。
このセクションの質問に回答すると、その質問に戻ることはできません。その結果、これらの質問はレビュー画面に表示されません。
次の変数に応じて、学生のアートワークの価格を予測するモデルを作成しています：学生の教育期間、学位タイプ、および芸術形態。
まず、線形回帰モデルを作成します。
線形回帰モデルを評価する必要があります。
解決策：次のメトリックを使用します：平均絶対誤差、ルート平均絶対誤差、相対絶対誤差、相対二乗誤差、および決定係数。
ソリューションは目標を達成していますか？
A. はい
B. いいえ
Answer: A
Explanation:
Explanation
The following metrics are reported for evaluating regression models. When you compare models, they are ranked by the metric you select for evaluation.
Mean absolute error (MAE) measures how close the predictions are to the actual outcomes; thus, a lower score is better.
Root mean squared error (RMSE) creates a single value that summarizes the error in the model. By squaring the difference, the metric disregards the difference between over-prediction and under-prediction.
Relative absolute error (RAE) is the relative absolute difference between expected and actual values; relative because the mean difference is divided by the arithmetic mean.
Relative squared error (RSE) similarly normalizes the total squared error of the predicted values by dividing by the total squared error of the actual values.
Mean Zero One Error (MZOE) indicates whether the prediction was correct or not. In other words:
ZeroOneLoss(x,y) = 1 when x!=y; otherwise 0.
Coefficient of determination, often referred to as R2, represents the predictive power of the model as a value between 0 and 1. Zero means the model is random (explains nothing); 1 means there is a perfect fit. However, caution should be used in interpreting R2 values, as low values can be entirely normal and high values can be suspect.
AUC.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/evaluate-model

NEW QUESTION: 2
The following statements are about the negotiation process of provider contracting. Three of the statements are true and one of the statements is false. Select the answer choice containing the FALSE statement.
A. While preparing for negotiations, the health plan usually sends the provider an application to join the provider network, a list of credentialing requirements, and a copy of the proposed provider contract, which may or may not include the proposed reimbursement schedule.
B. Typically, the health plan and the provider negotiate the reimbursement arrangement between the parties before they negotiate the scope of services and the contract language.
C. The actual signing of the provider contract typically takes place after negotiations are completed.
D. In general, the ideal negotiating style for provider contracting is a collaborative approach.
Answer: B

NEW QUESTION: 3
A security analyst is configuring a large number of new company-issued laptops. The analyst received the following requirements:
* The devices will be used internationally by staff who travel extensively.
* Occasional personal use is acceptable due to the travel requirements.
* Users must be able to install and configure sanctioned programs and productivity suites.
* The devices must be encrypted
* The devices must be capable of operating in low-bandwidth environments.
Which of the following would provide the GREATEST benefit to the security posture of the devices?
A. Configuring an always-on VPN
B. Setting the antivirus DAT update schedule to weekly
C. Requiring web traffic to pass through the on-premises content filter
D. Implementing application whitelisting
Answer: A

NEW QUESTION: 4
The message service performs the following tasks in the Java cluster:(More than one answers are true)
A. Communication between different services
B. Support for message server failover
C. The applications can lock objects are release locks again.
D. It manages the lock table in the main memory and receives requests for setting or releasing 1 locks.
E. Guaranteed message transmission
F. Forwarding of messages and requests to all participants (broadcast)
Answer: A,E,F