Statistic Name | Statistic Code | Description |
---|---|---|
Min | min |
The minimum |
Max | max |
The maximum |
Mean | mean |
The mean (first moment) |
Standard deviation | std |
The standard deviation (second moment) |
Skewness | skewness |
The skewness (third moment) |
Kurtosis | kurtosis |
The kurtosis (fourth moment) |
First derivative mean | first_derivative_mean |
The mean of the first empirical derivative |
First derivative standard deviation | first_derivative_std |
The standard deviation of the first empirical derivative |
First derivative skewness | first_derivative_skewness |
The mean of the first empirical derivative |
First derivative kurtosis | first_derivative_kurtosis |
The standard deviation of the first empirical derivative |
Second derivative mean | second_derivative_mean |
The mean of the second empirical derivative |
Second derivative standard deviation | second_derivative_std |
The standard deviation of the second empirical derivative |
Second derivative skewness | second_derivative_skewness |
The skewness of the second empirical derivative |
Second derivative kurtosis | second_derivative_kurtosis |
The kurtosis of the second empirical derivative |
First quartile | first_quartile |
The first quartile |
Second quartile | second_quartile |
The second quartile |
Third quartile | third_quartile |
The third quartile |
Q2-Q1 range | q2_q1_range |
The difference between the second quartile and the first quartile |
Q3-Q2 range | q3_q2_range |
The difference between the third quartile and the second quartile |
Q3-Q1 range | q3_q1_range |
The difference between the third quartile and the first quartile |
1st percentile | percentile_1 |
The 1st percentile |
99th percentile | percentile_99 |
The 99th percentile |
99th-1st percentile range | percentile_1_99_range |
The difference between the 99th percentile and the 1st percentile |
Linear regression offset | linear_regression_offset |
The offset of a line fitted to the data |
Linear regression slope | linear_regression_slope |
The slope of a line fitted to the data |
Linear regression MSE | linear_regression_mse |
The mean squared error (MSE) of a line fitted to the data |
This repository has been archived by the owner on Jan 29, 2025. It is now read-only.