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updated 1 year ago

IDS Performance Metrics Calculator by Maher Salem

This code helps to calculate IDS performance metrics such as Accuracy, Precision, etc... (true negative, true positive, false negative)

Evaluation(varargin)

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updated 1 year ago

Clinical Test Performance by Giuseppe Cardillo

The test calculate the performance of a clinical test based on the Bayes theorem (biotech, pharmaceutical, clinical test perform...)

partest(varargin)

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updated 1 year ago

Risk Assessment Plots by John Pickering

Functions to calculate the NRI & IDI, difference in AUC & visualize the results (statistics, net reclassification ..., nri)

FindNandD( bm, choice_N, choice_D )

LR_Pz_choice( Y,Y_choice,Disease, varargin );

RAP_stats=Risk_Assessment_Plot(Model_Names, Reference, BM...

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updated almost 2 years ago

Confusion Matrix 3D with Overall PCC and Group Statistics by Brian Weidenbaum

Displays a 3D confusion matrix, and returns thorough overall stats and stats per group for N groups. (pcc, confusion matrix, plot confusion)

confusionMatrix3d(predicted_groups,actual_groups)

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updated 2 years ago

Confusion matrix / Matching matrix along with Precision, Sensitivity, Specificity and Model Accuracy by Avinash Uppuluri

CFMATRIX2 calculates the confusion matrix and related parameters for a classification algo. (statistics, probability, confusion matrix)

cfmatrix2(actual, predict, classlist, per, printout)

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