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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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