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Exam AI-900 topic 1 question 169 discussion

Actual exam question from Microsoft's AI-900
Question #: 169
Topic #: 1
[All AI-900 Questions]

In a machine learning model, the data that is used as inputs are called ________.

Select the answer that correctly completes the sentence.

  • A. dataset
  • B. labels
  • C. variables
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️

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Chosen Answer:
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Nabeeel
Highly Voted 1 year, 11 months ago
Selected Answer: C
variables or features correct ans is C please update the ans.
upvoted 9 times
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VintageLady
Most Recent 6 months, 3 weeks ago
Correct answer is Features. Variables would be the only correct substitution.
upvoted 2 times
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Alex_W
8 months, 4 weeks ago
Selected Answer: C
Of course input is provided by the input >variables<.
upvoted 1 times
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henryphchan
9 months ago
Selected Answer: C
it should be C
upvoted 1 times
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warchoon
10 months, 1 week ago
The variables are the columns in the data table. Variables might represent physical measurements (temperature, velocity,…), personal characteristics (gender, age,…), marketing dimensions (recency, frequency, monetary, etc.), etc. The data set contains information for creating our model. It is a data collection structured as a table in rows and columns. https://www.neuraldesigner.com/learning/tutorials/data-set/#InputVariables So I think it's dataset
upvoted 2 times
Moppu
7 months, 2 weeks ago
Agreed. In traditional ML, the variables are what columns you would like to use as inputs within the model architecture. The dataset is then the collection of distinct rows that are used to train the model. Saying that, I think the answer is still variables because it specifies the inputs of the 'model' as opposed to the data that is used to train it.
upvoted 1 times
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Alex_W
8 months, 4 weeks ago
You see, it's even in the link itself: these are input *variables*. Beside input dataset may contain labels (target variables) and unused variable. Thus, correct answer is C.
upvoted 1 times
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warchoon
10 months, 1 week ago
but "are" not "is" it's confusing
upvoted 1 times
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CADMAN
1 year, 1 month ago
n a machine learning model, the data that is used as inputs are called "variables". Variables are the features or attributes of the data that the model uses to make predictions or decisions. They can include numerical values, categorical values, or a combination of both. A dataset is a collection of data that may include multiple variables, but it's not the term used specifically to refer to the inputs of a machine learning model. Labels are the target values or outcomes that the machine learning model is trying to predict. They're used during the training phase to teach the model to associate certain inputs (the variables) with certain outputs (the labels), but they're not the inputs themselves. Therefore, the correct term to complete the sentence "In a machine learning model, the data that is used as inputs are called ________" is "variables". C is thus the answer.
upvoted 4 times
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SethuRam
1 year, 5 months ago
Label is the output
upvoted 3 times
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champion1978
1 year, 5 months ago
C is the Answer. Labels are the predicted Output
upvoted 1 times
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DarthMengon
1 year, 7 months ago
Selected Answer: C
Variables and Features are input
upvoted 1 times
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zellck
1 year, 8 months ago
Selected Answer: C
C is the answer. https://learn.microsoft.com/en-us/training/modules/create-regression-model-azure-machine-learning-designer/2-regression-scenarios Regression is a form of machine learning used to understand the relationships between variables to predict a desired outcome. Regression predicts a numeric label or outcome based on variables, or features. For example, an automobile sales company might use the characteristics of a car (such as engine size, number of seats, mileage, and so on) to predict its likely selling price. In this case, the characteristics of the car are the features, and the selling price is the label.
upvoted 2 times
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rdemontis
1 year, 9 months ago
Selected Answer: C
You need Variables or Features as input data
upvoted 3 times
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alexein74
1 year, 9 months ago
Selected Answer: C
C. variables
upvoted 3 times
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ziggy1117
1 year, 11 months ago
C, you need features/variables
upvoted 4 times
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Pady1234
1 year, 11 months ago
Selected Answer: C
Features A feature is an input variable
upvoted 4 times
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Pady1234
1 year, 11 months ago
Selected Answer: A
First we need to select Dataset
upvoted 1 times
Pady1234
1 year, 11 months ago
My mistake its C variables
upvoted 2 times
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Nabeeel
1 year, 11 months ago
variables or features correct ans is C please update the ans.
upvoted 1 times
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fguglia
2 years ago
Selected Answer: C
I have tried solution in a web... for me the answer is variables
upvoted 1 times
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C (25%)
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