Calibration of Binary and Multiclass Probabilities
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Documentation for package ‘probcal’ version 0.2.0
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| ace | Average Calibration Error |
| cal_beta | Beta calibration |
| cal_ci | Bootstrap confidence interval for a calibration metric |
| cal_cv | Cross-validated calibration |
| cal_dirichlet | Dirichlet calibration |
| cal_histogram | Histogram binning calibration |
| cal_isotonic | Isotonic calibration |
| cal_ovr | One-vs-rest multiclass calibration |
| cal_platt | Platt scaling |
| cal_temperature | Temperature scaling |
| cal_test | Kernel calibration test |
| cal_vector_scaling | Vector scaling |
| ece | Expected Calibration Error |
| inv_logit | Inverse logit transformation |
| logit | Logit transformation |
| mce | Maximum Calibration Error |
| mmce | Maximum Mean Calibration Error |
| reliability_diagram | Reliability diagram |
| skce | Squared Kernel Calibration Error |