In certain critical contexts, an error rate of 10 percent or greater is unacceptable. In one such critical context, System A repeatedly realized an accuracy of 84 percent on four different test sets. In each case, the 16 percent incorrectly classified instances had the same distribution of target feature values. Which of the following statements best describes the performance of System A in this context.

Question

Answer

System A has a low bias and high variance.

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System A has a low bias and low variance.

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System A has a high bias and high variance.

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System A has a high bias and low variance.

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In certain critical contexts, an error rate of 10 percent or greater is unaccept...

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