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QuestionArt
Derivative classifiers are required to have all the following except______
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Answer
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Step 1Before filling in the blank, let's first review what derivative classifiers are.
Derivative classifiers are features in machine learning models that represent the difference between two consecutive data points in a sequence. These classifiers are often used in time series analysis and natural language processing. Derivative classifiers typically include features such as:
Step 2
Change in value: The difference between the current and previous data points.
Final Answer
Integral of value: The sum or integral of the data points over a specified time interval. This is because derivative classifiers are focused on changes and trends in the data, rather than the cumulative effect of the data. Therefore, the blank in the sentence "Derivative classifiers are required to have all the following except _______" should be filled with "integral of value".
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