Overview of Metrics
Each metric compares simulated individuals with experimental data based on the following statistics:
| Julia struct | metric.type in DataFrame | specific properties | BIP support | Description |
|---|---|---|---|---|
MeanMetric | mean | mean, sd | + | Compare the mean. |
MeanSDMetric | mean_sd | mean, sd | + | Compare the mean and standard deviation. |
CategoryMetric | category | groups, rates | + | Compare the categorical distribution. |
QuantileMetric | quantile | levels, values | + | Compare the quantile values. |
SurvivalMetric | survival | levels, values | + | Compare the survival curves. |
BIP support indicates whether the metric is supported for Binary Integer Programming optimization, for example in VPopMIP.jl package.