| 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 |