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. 2014 Apr 25;42(11):e94. doi: 10.1093/nar/gku343

Table 2. Confusion table values to show the classification performance of probes with bit-scores ≤ 40 and probes with bit-score 111 when compared to the genome of S. aureus strain MRSA252 after applying the statistical procedure (P(absent|intensity) < 0.01) to raw data, data after sequence normalization and data after LOESS normalization.

Raw data Seq. norm LOESS norm
True positives 30 282 30 284 30 284
False positives 601 82 629
True negatives 45 981 46 500 45 953
False negatives 69 67 67
True positive rate 0.9977 0.9978 0.9978
False positive rate 0.0129 0.0018 0.0135
True negative rate 0.9871 0.9982 0.9865
False negative rate 0.0023 0.0022 0.0022
Precision 0.9805 0.9973 0.9797
Accuracy 0.9913 0.9981 0.9910
Area under the curve 0.9997 0.9998 0.9997