Class StatusCountUtils
- java.lang.Object
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- edu.msu.cme.rdp.classifier.train.validation.StatusCountUtils
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public class StatusCountUtils extends java.lang.Object
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Constructor Summary
Constructors Constructor Description StatusCountUtils()
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Method Summary
All Methods Static Methods Concrete Methods Modifier and Type Method 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)
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Method Detail
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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
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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
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