MODEL_METRICS#
Python object: phenotypic.schema._model_metrics.MODEL_METRICS
Generic fit-quality metrics and diagnostics shared by all ModelFitter subclasses.
These columns are produced by any model fitter that wraps
scipy.optimize.least_squares, independent of the specific
mathematical model. Subclass-specific fitted parameters live in the
subclass’s own MeasurementInfo class (e.g., LOG_GROWTH_MODEL).
Column label |
Description |
|---|---|
|
The mean absolute error |
|
The mean squared error |
|
The root mean squared error |
|
The coefficient of determination |
|
The number of samples used for model fitting |
|
The loss of model fitting |
|
The output of the optimizer status |