Evaluate the accuracy of an artificial intelligence system : Evaluate Accuracy of the DNN Model

Evaluate the accuracy of an artificial intelligence system : Evaluate Accuracy of the DNN Model

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial explains the concept of deep neural networks (DNNs), focusing on a model with three hidden layers. It covers the process of building a fully connected DNN, implementing it on testing data, and evaluating its performance using a confusion matrix. The tutorial demonstrates how to calculate overall accuracy and other metrics, achieving an accuracy of over 88% in predicting unseen data labels.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the process of how the DNN model was implemented on the testing data.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What metrics can be derived from the confusion matrix besides overall accuracy?

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