Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis
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Information Technology (IT), Architecture
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University
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Practice Problem
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Hard
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the popular methods of predictive analytics mentioned in the text?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Why is the CNN model considered suitable for sentiment analysis?
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the structure of the CNN model as outlined in the text.
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the significance of the embedding layer in the CNN model?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
What preprocessing steps are necessary for the movie review data?
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
How is the model evaluated after training according to the text?
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
What performance metrics are used to assess the model's accuracy?
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