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 Descriptive statistics you can choose are:

  • Coefficient of variation: std. dev divided by mean of the feature
  • Geometric mean: nth root of the product of the n numbers, n is the number of features
  • Maximum: the highest value of a feature
  • Mean: the average value of a feature
  • Median: value of the mid point of a feature
  • Minimum: lowest value of a feature
  • Range: the difference between the highest and lowest values of a feature
  • Std dev.: the square root of the variance
  • Sum: total value of the feature
  • VarianceValue: the average of the squared differences from the mean
  • Dispersion: variance divided by mean of the feature

For each of these you can choose to exclude features that are:

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