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NEW QUESTION: 1
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:

説明

ボックス1：300
300（％）と入力すると、モジュールは元のデータセット（1000）と比較して少数派の割合（3000）を3倍にします。
ボックス2：5
5つのデータ行を使用する必要があります。
[最近傍の数]オプションを使用して、SMOTEアルゴリズムが新しいケースを構築するときに使用する機能空間のサイズを決定します。最近傍とは、あるターゲットケースに非常によく似たデータ行（ケース）です。任意の2つのケース間の距離は、すべてのフィーチャの加重ベクトルを組み合わせて測定されます。
最近傍の数を増やすことで、より多くのケースからフィーチャを取得できます。
最近傍の数を少なく保つことにより、元のサンプルの機能に似た機能を使用します。
参照：
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote

NEW QUESTION: 2
Which two risks is a company vulnerable to if it does not have a well-established patching solution for endpoints? (Choose two.)
A. malware
B. ARP spoofing
C. exploits
D. eavesdropping
E. denial-of-service attacks
Answer: A,B

NEW QUESTION: 3
Which two actions can be scheduled through the Scheduled Task wizard in the vSphere Client? (Choose two.)
A. Change the VM power state.
B. Remove a host.
C. Revert to a snapshot of a virtual machine.
D. Create a virtual machine.
Answer: A,D
Explanation:
Reference: http://pubs.vmware.com/vsphere51/index.jsp?topic=%2Fcom.vmware.vsphere.vcenterhost.doc%2FGUID-F9DC9B18-625E4ACB-AA3A-17BEB109A206.html

NEW QUESTION: 4
What is a goal of IT Transformation?
A. IT implements a Software as a Service solution
B. IT becomes more of a consultant to the business
C. IT manages BigData analytics projects to drive growth
D. IT minimizes security risks involved with mobile data
Answer: C