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 |