Index

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) currentWindowEnd (PREDICT.PREDICT attribute) currentWindowStart (PREDICT.PREDICT attribute)

D

data (PREDICT.PREDICT attribute)

dateCol (PREDICT.PREDICT attribute)

E

endDate (PREDICT.PREDICT attribute)

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)

L

log (PREDICT.PREDICT attribute)

logHooks (PREDICT.PREDICT attribute)

M

MockModel (class in tests.test_metrics) (class in tests.test_predict) (class in tests.test_triggers) model (PREDICT.PREDICT attribute) module PREDICT.Metrics PREDICT.Models PREDICT.Plots 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

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_instance() (in module tests.test_predict) PREDICTModel (class in PREDICT.Models) ProbOverTimePlot() (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)

Specificity() (in module PREDICT.Metrics) SpecificityPlot() (in module PREDICT.Plots) startDate (PREDICT.PREDICT attribute) 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 timestep (PREDICT.PREDICT attribute) TrackBayesianCoefs() (in module PREDICT.Metrics) trigger() (PREDICT.Models.PREDICTModel method)

U

update() (PREDICT.Models.BayesianModel method) (PREDICT.Models.PREDICTModel method) (PREDICT.Models.RecalibratePredictions method)