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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
An element that is a logical grouping of metrics treated as a single element is known as a:
A. Dashboard
B. Report
C. Metric Grouping
D. Calculator
Answer: C
NEW QUESTION: 3
A network engineer must set the load balance method on an existing port channel. Which action must be done to apply a new load balancing method?
A. Ensure that IP CEF is enabled globally to support all load balancing methods.
B. Adjust the switch SDM back to "default".
C. Configure the new load balancing method using port-channel load-balance.
D. Upgrade the PFC to support the latest load balancing methods.
Answer: C
Explanation:
Example:
EtherChannel balances the traffic load across the links in a channel through the reduction of part
of the binary pattern that the addresses in the frame form to a numerical value that selects one of
the links in the channel. EtherChannel load balancing can use MAC addresses or IP addresses,
source or destination addresses, or both source and destination addresses. The mode applies to
all EtherChannels that are configured on the switch. You configure the load balancing and
forwarding method with use of the port-channel load-balance {dst-ip | dst-mac | src-dst-ip |
src-dst-mac | src-ip | src-mac} global configuration command.
Reference: http://www.cisco.com/c/en/us/support/docs/lan-switching/etherchannel/12023-4.html
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