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NEW QUESTION: 1
The product life cycle begins with which step?
A. growth
B. introduction
C. maturity
D. development
E. decline
Answer: D
NEW QUESTION: 2
Which of the following is a necessary step to publish an API?
A. Create an API Provider
B. Associate Policies to an API
C. Test APIs using the API Test Console/Cockpit
D. Create an API Proxy
E. Create a Product
Answer: E
NEW QUESTION: 3
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: 4
What is the name and path of the configuration file for the O2CB cluster that coordinates the nodes using OCFS2 filesystems?
A. /etc/ocfs2.conf
B. /etc/ocfs2/cluster.conf
C. /etc/cluster.conf
D. /etc/ocfs/cluster.conf
Answer: B
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