Which of the Following Statements About the IMDb Movie Reviews

question 43

Multiple Choice

Which of the following statements about the IMDb movie reviews dataset a) , b) or c) is false?

• A) The number of words per review varies, but the Keras requires all samples to have the same dimensions.
• B) To use the IMDb dataset for deep learning, we need to restrict every review to the same number of words.
• C) When performing the data preparation in Part (b), some reviews will need to be padded with additional data and others will need to be truncated.
• D) All of the above statements are true.

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Definitions:

Profit Margin Ratio

A financial ratio that measures the percentage of revenue that exceeds the cost of goods sold, indicating how much profit a company makes for each dollar of sales.

Asset Turnover Ratio

The Asset Turnover Ratio is a financial metric that measures the efficiency of a company in generating sales revenue from its assets.

Return on Assets

This measures how effectively a company uses its assets to generate profit, calculated by dividing net income by total assets.

Disposal

The act of getting rid of an asset through sale, exchange, retirement, or destruction.