Which data scaling technique uses the median and interquartile range instead of the mean and standard deviation?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation
Question
Which data scaling technique uses the median and interquartile range instead of the mean and standard deviation?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation
Solution
The data scaling technique that uses the median and interquartile range instead of the mean and standard deviation is Robust Scaling.
Similar Questions
Which data scaling technique centers the data around the mean and scales it to have a standard deviation of 1?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation
Which data scaling technique transforms data to a fixed range, often between 0 and 1?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation
Which data scaling technique adjusts the data distribution by raising it to a power, such as Box-Cox or Yeo-Johnson?Review LaterMin-Max ScalingZ-Score StandardizationLog TransformationPower Transformation
What is Data Scaling?
What technique involves scaling numerical features to a similar range?a.Encodingb.Imputationc.Standardizationd.Normalization
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