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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
You manage the support team at a rapidly growing company.
Support technicians need a better experience when logging and responding to support requests.
You need to recommend tools to help the company's needs.
Which tools should you recommend? To answer, drag the appropriate tools to the correct requirements. Each tool may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Reference:
https://docs.microsoft.com/en-us/powerapps/maker/canvas-apps/help-desk-install
https://docs.microsoft.com/en-us/power-platform/admin/data-integrator
https://docs.microsoft.com/en-us/power-automate/getting-started
When a user enters a ClearCase command associated with a preoperation (preop) trigger, the trigger procedure is fired. Which two statements are true? (Choose two.)
A. If the trigger procedure finishes with a failure status, the operation requested by the user is disallowed.
B. If the trigger procedure finishes with a failure status, the operation requested by the user is executed with a warning.
C. If the trigger procedure finishes with a success status, the operation is performed.
D. If the trigger procedure finishes with a success status, the operation requested by the user is disallowed.
Answer: A,C
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