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Table 4 Misclassification rate based on leave-one-out cross validation

From: Segmentation and intensity estimation for microarray images with saturated pixels

Method Data TP TN FP FN Error rate
GenePix Original 12 4 3 2 0.24
GMM Original 13 3 4 1 0.24
CGMM Censored at 1000 13 3 4 1 0.24
GMM Censored at 1000 10 2 5 4 0.43
CGMM Censored at 800 11 3 4 3 0.33
GMM Censored at 800 9 0 7 5 0.57
  1. Lymphoma diagnosis study: Numbers of true positives (TP), true negatives (TN), false positives (FP) and false negatives (FN) out of 21 samples, and misclassification rate based on leave-one-out cross validation