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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:
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
NEW QUESTION: 2
Which of the following IEEE standards defines the MAC layer for a Token Ring?
A. IEEE 802.6
B. IEEE 802.5
C. IEEE 802.8
D. IEEE 802.7
Answer: B
Explanation:
The IEEE 802.5 standard defines the MAC layer for a Token Ring. Answer option A is incorrect. The IEEE 802.6 standard defines the Metropolitan Area Network (MAN). Answer option C is incorrect. The IEEE 802.7 standard defines broadband LAN using coaxial cables. Answer option B is incorrect. The IEEE 802.8 standard defines fiber optic TAG.
NEW QUESTION: 3
In Hadoop 2.0, which one of the following statements is true about a standby NameNode?
The Standby NameNode:
A. Runs on the same machine and shares the memory of the active NameNode.
B. Processes all client requests and block reports from the appropriate DataNodes.
C. Communicates directly with the active NameNode to maintain the state of the active NameNode.
D. Receives the same block reports as the active NameNode.
Answer: D