
recalibratiNN - Quantile Recalibration for Regression Models
Enables the diagnostics and enhancement of regression model calibration.It offers both global and local visualization tools for calibration diagnostics and provides one recalibration method: Torres R, Nott DJ, Sisson SA, Rodrigues T, Reis JG, Rodrigues GS (2024) <doi:10.48550/arXiv.2403.05756>. The method leverages on Probabilistic Integral Transform (PIT) values to both evaluate and perform the calibration of statistical models. For a more detailed description of the package, please refer to the bachelor's thesis available bellow.
Last updated 2 months ago
calibrationgaussian-modelsneural-networkprobabilityrecalibrationregression-models
5.39 score 7 stars 8 scripts 304 downloads