summary#

property TimeSliceCrossValidator.summary: MMMCVSummaryFactory[source]#

Summary factory for cross-validation results.

Returns a factory for tabular CV summaries (predictions, parameter stability, CRPS) suitable for JSON export to frontends.

Returns:

MMMCVSummaryFactory: Factory bound to the CV DataTree from run().

See also

MMMCVPlotSuite.summary: Same factory when accessed via cv.plot

Examples

cv_idata = cv.run(X, y, mmm=mmm)

df_pred = cv.summary.predictions()
df_stab = cv.summary.param_stability(var_names=["alpha"])
df_crps = cv.summary.crps()

records = df_pred.to_dict(orient="records")