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NEW QUESTION: 1
Which of the following provide useful guidelines for grouping data into categories?
A. Use a constant width for all categories
B. Do not allow categories to overlap
C. Use mutually exclusive categories
D. All of the above
Answer: D

NEW QUESTION: 2
自動機械学習を使用して回帰モデルをトレーニングする予定です。欠損値のある特徴と、明確な値がほとんどないカテゴリー特徴を持つデータがあります。
トレーニングタスクの一部として、欠損値を自動的に代入し、カテゴリカル機能をエンコードするように自動機械学習を構成する必要があります。
AutoMLConfigクラスで使用するパラメーターと値のペアはどれですか。
A. featurization = 'auto'
B. enable_voting_ensemble = True
C. task = 'classification'
D. exclude_nan_labels = True
E. enable_tf = True
Answer: A
Explanation:
Explanation
Featurization str or FeaturizationConfig
Values: 'auto' / 'off' / FeaturizationConfig
Indicator for whether featurization step should be done automatically or not, or whether customized featurization should be used.
Column type is automatically detected. Based on the detected column type preprocessing/featurization is done as follows:
Categorical: Target encoding, one hot encoding, drop high cardinality categories, impute missing values.
Numeric: Impute missing values, cluster distance, weight of evidence.
DateTime: Several features such as day, seconds, minutes, hours etc.
Text: Bag of words, pre-trained Word embedding, text target encoding.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig.auto

NEW QUESTION: 3
Which of the following statements correctly describe the risk management lifecycle process?
A. Access, Identify and Plan, Control, Review
B. Identify and Plan, Review, Assess, Control
C. Identify and Plan, Assess, Control, Review
D. Control, Review, Assess, Identify and Plan
Answer: A

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