edu.msu.cme.rdp.classifier.train.validation

Class StatusCountUtils

java.lang.Object

edu.msu.cme.rdp.classifier.train.validation.StatusCountUtils

public class StatusCountUtils
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
StatusCountUtils()

Method Summary

Modifier and Type	Method and Description
static java.lang.String	calAUC(java.lang.String label, java.util.ArrayList<java.util.HashMap<java.lang.String,StatusCount>> statusCountList) calculate Area under curve sensitivity = #TP / (#TP + #FN) specificity = #TN / (#TN + #FP)
static java.lang.String	calROCMatrix(java.lang.String label, java.util.ArrayList<java.util.HashMap<java.lang.String,StatusCount>> statusCountList) return the ROC matrix, for each rank, each bootstrap value sensitivity = #TP / (#TP + #FN) specificity = #TN / (#TN + #FP)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

StatusCountUtils

public StatusCountUtils()

Method Detail

calROCMatrix

public static java.lang.String calROCMatrix(java.lang.String label,
                                            java.util.ArrayList<java.util.HashMap<java.lang.String,StatusCount>> statusCountList)

return the ROC matrix, for each rank, each bootstrap value sensitivity = #TP / (#TP + #FN) specificity = #TN / (#TN + #FP)

Parameters:

statusCountList -

calAUC

public static java.lang.String calAUC(java.lang.String label,
                                      java.util.ArrayList<java.util.HashMap<java.lang.String,StatusCount>> statusCountList)

calculate Area under curve sensitivity = #TP / (#TP + #FN) specificity = #TN / (#TN + #FP)

Parameters:

statusCountList -