nerdexam
Microsoft

DP-100 · Question #48

You use the Two-Class Neural Network module in Azure Machine Learning Studio to build a binary classification model. You use the Tune Model Hyperparameters module to tune accuracy for the model. You…

The correct answer is D. Number of learning iterations E. Hidden layer specification. D: For Number of learning iterations, specify the maximum number of times the algorithm should process the training cases. E: For Hidden layer specification, select the type of network architecture to create. Between the input and output layers you can insert multiple hidden…

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Question

You use the Two-Class Neural Network module in Azure Machine Learning Studio to build a binary classification model. You use the Tune Model Hyperparameters module to tune accuracy for the model. You need to select the hyperparameters that should be tuned using the Tune Model Hyperparameters module. Which two hyperparameters should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Options

  • ANumber of hidden nodes
  • BLearning Rate
  • CThe type of the normalizer
  • DNumber of learning iterations
  • EHidden layer specification

How the community answered

(32 responses)
  • A
    3% (1)
  • B
    3% (1)
  • C
    6% (2)
  • D
    88% (28)

Explanation

D: For Number of learning iterations, specify the maximum number of times the algorithm should process the training cases. E: For Hidden layer specification, select the type of network architecture to create. Between the input and output layers you can insert multiple hidden layers. Most predictive tasks can be accomplished easily with only one or a few hidden layers. https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/two-class-

Topics

#Neural Networks#Hyperparameter Tuning#Azure Machine Learning#Binary Classification

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