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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。
複数の列に欠損値を含む数値データセットを分析しています。
機能セットの次元に影響を与えることなく、適切な操作を使用して欠損値を消去する必要があります。
すべての値を含めるには、完全なデータセットを分析する必要があります。
解決策：連鎖方程式による多重代入（MICE）メソッドを使用して、各欠損値を置き換えます。
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: A
Explanation:
説明
MICEを使用して置換：欠損値ごとに、このオプションは新しい値を割り当てます。これは、統計文献で「連鎖方程式を使用した多変量代入」として説明されている方法を使用して計算されます。
「連鎖方程式による多重代入」。多重代入法では、欠損値を埋める前に、データ内の他の変数を使用して、欠損データを持つ各変数が条件付きでモデル化されます。
注：連鎖式（MICE）による多変量代入（「完全条件指定」または「逐次回帰多重代入」とも呼ばれる）は、欠損データに対処する1つの原則的な方法として統計文献に登場しました。単一の代入ではなく複数の代入を作成すると、代入の統計的不確実性が考慮されます。さらに、連鎖方程式アプローチは非常に柔軟であり、さまざまなタイプの変数（連続またはバイナリなど）、および境界や調査スキップパターンなどの複雑さを処理できます。
参照：
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3074241/
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/clean-missing-data

NEW QUESTION: 2
What are the main functions of MoXing? (Single choice)
A. Deep learning tool library developed by Huawei
B. Simple encapsulation of API interfaces for deep learning engines such as TensorFlow
C. Package and acceleration of distributed training acceleration framework and API interface of deep learning engines such as TensorFlow
D. Deep learning engine developed by Huawei
Answer: C

NEW QUESTION: 3
Universal Containersは毎月のビジネスを予測および終了します。また、毎週のオープンチャンスの詳細を保存する必要があります。販売管理チームは、1か月を通して販売目標到達プロセスがどのように変化しているかを分析したいと考えています。この要件を満たすためにコンサルタントが推奨することは何ですか？
A. レポートスナップショットを作成して毎日実行し、結果をカスタムオブジェクトに保存します。
B. カスタム予測レポートをスケジュールして毎週実行し、結果をカスタムレポートフォルダーに保存します。
C. カスタム予測レポートをスケジュールして毎日実行し、結果をカスタムレポートフォルダーに保存します。
D. レポートスナップショットを作成して毎週実行し、結果をカスタムオブジェクトに保存します。
Answer: D

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