You have an Azure Machine Learning workspace. You plan to use automated machine learning in the workspace to train a natural language processing model for multi-class classification. You need to…

The correct answer is A. exactly one text column and one or more label columns. Set up AutoML to train a natural language processing model For multi-class classification, the dataset can contain several text columns and exactly one label column. The following example has only one text column. "I love watching Chicago Bulls games.","NBA" "Tom Brady is a…

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Question

You have an Azure Machine Learning workspace. You plan to use automated machine learning in the workspace to train a natural language processing model for multi-class classification. You need to provide a dataset for training the model. How should you format the data?

Options

Aexactly one text column and one or more label columns
Bone or more text columns and exactly one label column
Cone or more text columns and one or more label columns
Dexactly one text column and exactly one label column

How the community answered

(66 responses)

A
91% (60)
B
2% (1)
C
2% (1)
D
6% (4)

Explanation

Set up AutoML to train a natural language processing model For multi-class classification, the dataset can contain several text columns and exactly one label column. The following example has only one text column. "I love watching Chicago Bulls games.","NBA" "Tom Brady is a great player.","NFL" "There is a game between Yankees and Orioles tonight","MLB" "Stephen Curry made the most number of 3-Pointers","NBA" https://learn.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-nlp-models

Topics

#Azure ML#AutoML#NLP#Data Format

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