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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、述べられた目標を達成する可能性のある独自の解決策が含まれています。一部の質問セットには複数の正しい解決策がある場合がありますが、他の質問セットには正しい解決策がない場合があります。
このセクションの質問に回答した後は、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。
ロジスティック回帰アルゴリズムを使用して分類モデルをトレーニングします。
各機能の重要度を、全体的なグローバル相対重要度値として、および特定の予測セットのローカル重要度の尺度として計算することにより、モデルの予測を説明できる必要があります。
必要なグローバルおよびローカルの特徴重要度値を取得するために使用できる説明を作成する必要があります。
解決策：TabularExplainerを作成します。
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: B
Explanation:
Explanation
Instead use Permutation Feature Importance Explainer (PFI).
Note 1:
Note 2: Permutation Feature Importance Explainer (PFI): Permutation Feature Importance is a technique used to explain classification and regression models. At a high level, the way it works is by randomly shuffling data one feature at a time for the entire dataset and calculating how much the performance metric of interest changes. The larger the change, the more important that feature is. PFI can explain the overall behavior of any underlying model but does not explain individual predictions.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-machine-learning-interpretability
NEW QUESTION: 2
In Microsoft Dynamics AX 2012, when is the model store accessed and used? (Choose all that apply.)
A. in a development environment
B. during installation and upgrade processes
C. during backup and recovery processes
D. at runtime
E. when importing data
Answer: A,B,D
NEW QUESTION: 3
In WebSphere Commerce V7.0 Feature Pack 8, which statement about the out-of-the-box data load utility is true?
A. Only a CSV data reader is provided to load data; data load utility can only load data that is in a format supported by an available data reader
B. Both XML and CSV data readers are provided to load data; data load utility can load them by using an available data reader for XML and CSVformats
C. Only an XML data reader is provided to load data; data load utility can only load data that is in a format supported by an available data reader
D. There is no limitation on the data formats; the out-of-the-box data load utility supports all formats for loading the data
Answer: B
