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)

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)

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, ...

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)

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)