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NEW QUESTION: 1
機械学習タスクを適切なシナリオに一致させます。
答えるには、適切なタスクを左側の列から右側のシナリオにドラッグします。各タスクは、1回使用することも、複数回使用することも、まったく使用しないこともできます。
注：正しい選択はそれぞれ1ポイントの価値があります。
Answer:
Explanation:
Explanation
Box 1: Model evaluation
The Model evaluation module outputs a confusion matrix showing the number of true positives, false negatives, false positives, and true negatives, as well as ROC, Precision/Recall, and Lift curves.
Box 2: Feature engineering
Feature engineering is the process of using domain knowledge of the data to create features that help ML algorithms learn better. In Azure Machine Learning, scaling and normalization techniques are applied to facilitate feature engineering. Collectively, these techniques and feature engineering are referred to as featurization.
Note: Often, features are created from raw data through a process of feature engineering. For example, a time stamp in itself might not be useful for modeling until the information is transformed into units of days, months, or categories that are relevant to the problem, such as holiday versus working day.
Box 3: Feature selection
In machine learning and statistics, feature selection is the process of selecting a subset of relevant, useful features to use in building an analytical model. Feature selection helps narrow the field of data to the most valuable inputs. Narrowing the field of data helps reduce noise and improve training performance.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance
https://docs.microsoft.com/en-us/azure/machine-learning/concept-automated-ml
NEW QUESTION: 2
リストされた商品の価格を顧客が任意に変更できるオンラインショッピングカートの問題が通知された後、プログラマーはWebベースのショッピングカートで使用される次のコードを分析します。
カートからアイテムを選択WHERE ITEM = ADDSLASHES（$ USERINPUT）;
プログラマーは、ユーザーがカートにアイテムを追加するたびに、一時ファイルがWebサーバーの/ tmpディレクトリーに作成されることを発見しました。一時ファイルには、$ USERINPUT変数のコンテンツとタイムスタンプをMM-DD- YYYYの形式で連結した名前（たとえば、smartphone-12-25-2013.tmp）があり、アイテムの価格が含まれています。購入した。
ショッピングカートの商品の価格を操作するために利用される可能性が最も高いのは、次のうちどれですか。
A. SQLインジェクション
B. TOCTOU
C. 入力検証
D. セッションハイジャック
Answer: A
NEW QUESTION: 3
リージョナルコンテナーは、パートナーネットワークのコミュニティを確立したいと考えています。彼らには複雑な要件があり、パートナーネットワークをサンプリングすることから、モバイル機能を提供する必要はありません。リージョナルコンテナーのニーズに最適なコミュニティの種類は何ですか？
A. クッカバラ
B. コア
C. アロハ
D. 視覚力+タブ
E. ナピリ
Answer: D
NEW QUESTION: 4
How can users search for hardware issues on a VNX for File storage system using EMC Unisphere?
A. Once logged in to Unisphere, navigate to the dashboard section and select System > Storage Hardware for File
B. Once logged in to Unisphere, use the drop-down list to select System > Storage Hardware for File
C. Once logged in to Unisphere, navigate to the dashboard section and select System > Storage Hardware for Block
D. Once logged in to Unisphere, use the drop-down list to select System > Storage Hardware for Block
Answer: B
