Index

A

Accuracy() (in module PREDICT.Metrics) addLog() (PREDICT.PREDICT method) addLogHook() (PREDICT.PREDICT method)

addPostPredictHook() (PREDICT.Models.PREDICTModel method) addPrePredictHook() (PREDICT.Models.PREDICTModel method) AUPRC() (in module PREDICT.Metrics) AUROC() (in module PREDICT.Metrics)

B

BayesianModel (class in PREDICT.Models)

C

CalculateControlLimits() (PREDICT.Models.RecalibratePredictions method) CalibrationSlope() (in module PREDICT.Metrics) CITL() (in module PREDICT.Metrics)

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)

EvaluatePredictions (class in PREDICT.Models)

F

F1Score() (in module PREDICT.Metrics)

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 tests.test_metrics tests.test_models tests.test_predict tests.test_triggers

O

OE() (in module PREDICT.Metrics)

P

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

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)

Specificity() (in module PREDICT.Metrics) 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)