Index A | B | C | E | F | G | I | M | N | O | P | R | S | T | U A Accuracy() (in module PREDICT.Metrics) AccuracyPlot() (in module PREDICT.Plots) addLog() (PREDICT.PREDICT method) addLogHook() (PREDICT.PREDICT method) addPostPredictHook() (PREDICT.Models.PREDICTModel method) addPrePredictHook() (PREDICT.Models.PREDICTModel method) AUPRC() (in module PREDICT.Metrics) AUPRCPlot() (in module PREDICT.Plots) AUROC() (in module PREDICT.Metrics) AUROCPlot() (in module PREDICT.Plots) B BayesianCoefsPlot() (in module PREDICT.Plots) BayesianModel (class in PREDICT.Models) C CalculateControlLimits() (PREDICT.Models.RecalibratePredictions method) CalibrationSlope() (in module PREDICT.Metrics) CalibrationSlopePlot() (in module PREDICT.Plots) CITL() (in module PREDICT.Metrics) CITLPlot() (in module PREDICT.Plots) CoxSnellPlot() (in module PREDICT.Plots) CoxSnellR2() (in module PREDICT.Metrics) E ErrorSPCPlot() (in module PREDICT.Plots) EvaluatePredictions (class in PREDICT.Models) F F1Score() (in module PREDICT.Metrics) F1ScorePlot() (in module PREDICT.Plots) G get_coefs() (PREDICT.Models.BayesianModel method) getLog() (PREDICT.PREDICT method) I input_data() (in module tests.test_triggers) M MockModel (class in tests.test_metrics) (class in tests.test_predict) (class in tests.test_triggers) module PREDICT.Metrics PREDICT.Models PREDICT.Plots PREDICT.Triggers tests.test_metrics tests.test_models tests.test_predict tests.test_triggers MonitorChangeSPC() (in module PREDICT.Plots) N NormalisedSumOfDiffPlot() (in module PREDICT.Plots) O OE() (in module PREDICT.Metrics) OEPlot() (in module PREDICT.Plots) P plot_calibration_yearly() (in module PREDICT.Plots) plot_count_of_patients_over_threshold_risk() (in module PREDICT.Plots) plot_method_comparison_metrics() (in module PREDICT.Plots) plot_patients_per_month() (in module PREDICT.Plots) plot_predictor_distributions() (in module PREDICT.Plots) Precision() (in module PREDICT.Metrics) PrecisionPlot() (in module PREDICT.Plots) PREDICT (class in PREDICT) predict() (PREDICT.Models.BayesianModel method) (PREDICT.Models.EvaluatePredictions method) (PREDICT.Models.PREDICTModel method) (PREDICT.Models.RecalibratePredictions method) PREDICT.Metrics module PREDICT.Models module PREDICT.Plots module PREDICT.Triggers module predict_instance() (in module tests.test_predict) PREDICTModel (class in PREDICT.Models) PredictorBasedPlot() (in module PREDICT.Plots) R RecalibratePredictions (class in PREDICT.Models) Recall() (in module PREDICT.Metrics) run() (PREDICT.PREDICT method) S sample_data() (in module tests.test_predict) Sensitivity() (in module PREDICT.Metrics) SensitivityPlot() (in module PREDICT.Plots) SPCTrigger() (in module PREDICT.Triggers) Specificity() (in module PREDICT.Metrics) SpecificityPlot() (in module PREDICT.Plots) SumOfDiff() (in module PREDICT.Metrics) T test_accuracy_above_threshold() (in module tests.test_triggers) test_accuracy_below_threshold() (in module tests.test_triggers) test_accuracy_computation() (in module tests.test_metrics) test_accuracy_computation2() (in module tests.test_metrics) test_accuracy_same_as_threshold() (in module tests.test_triggers) test_add_hooks() (in module tests.test_models) test_add_log() (in module tests.test_predict) test_add_log_hook() (in module tests.test_predict) test_auprc_computation() (in module tests.test_metrics) test_auprc_computation2() (in module tests.test_metrics) test_auroc_computation() (in module tests.test_metrics) test_auroc_computation2() (in module tests.test_metrics) test_bayesian_refit_trigger() (in module tests.test_triggers) test_c_slope() (in module tests.test_metrics) test_c_slope_to_r() (in module tests.test_metrics) test_c_slope_to_r2() (in module tests.test_metrics) test_CITL_calculation() (in module tests.test_metrics) test_CITL_calculation2() (in module tests.test_metrics) test_CITL_calculation3() (in module tests.test_metrics) test_coxsnell_R2_calculation() (in module tests.test_metrics) test_coxsnell_R2_calculation2() (in module tests.test_metrics) test_evaluate_predictions() (in module tests.test_models) test_f1_computation() (in module tests.test_metrics) test_f1_computation2() (in module tests.test_metrics) test_get_log() (in module tests.test_predict) test_initialisation() (in module tests.test_predict) test_OE_calculation() (in module tests.test_metrics) test_OE_calculation2() (in module tests.test_metrics) test_OE_calculation3() (in module tests.test_metrics) test_precision_computation() (in module tests.test_metrics) test_precision_computation2() (in module tests.test_metrics) test_recalibrate_predictions() (in module tests.test_models) test_recall_computation() (in module tests.test_metrics) test_recall_computation2() (in module tests.test_metrics) test_regular_recalibrations() (in module tests.test_models) test_run() (in module tests.test_predict) test_sensitivity_computation() (in module tests.test_metrics) test_sensitivity_computation2() (in module tests.test_metrics) test_specificity_computation() (in module tests.test_metrics) test_specificity_computation2() (in module tests.test_metrics) test_sum_of_diff_calculation() (in module tests.test_metrics) test_sum_of_diff_calculation2() (in module tests.test_metrics) test_sum_of_diff_calculation3() (in module tests.test_metrics) test_track_bayesian_coefs() (in module tests.test_metrics) tests.test_metrics module tests.test_models module tests.test_predict module tests.test_triggers module TimeframeTrigger() (in module PREDICT.Triggers) TrackBayesianCoefs() (in module PREDICT.Metrics) trigger() (PREDICT.Models.PREDICTModel method) U update() (PREDICT.Models.BayesianModel method) (PREDICT.Models.PREDICTModel method) (PREDICT.Models.RecalibratePredictions method)