Table 1 Truth table for a two-class classifier Ground truth (desired output) Ground truth – positive (Class 1) Ground truth – negative (Class 2) Classifier Result Classifier result – Positive (Class 1) True Positive TPP) False Positive (FP) (Statistical model Output) Type–I Error Classifier result – Negative (Class 2) False Negative (FN) True Negative (TN) Type II Error.
We assessed the perturbed results using a receiver operating characteristic (ROC) analysis in which the imprinted transcripts obtained by the unperturbed inferences were used as the ground-truth positives, and all other non-imprinted transcripts were used as ground-truth negatives.
Finally, we evaluated the true positive rate (TPR) and false positive rate (FPR) on the 497 ground truth positions from this case for SNVMix1, SNVMix2 and Maq.
For 31 conclusions the underlying ground truth was "positive", in the sense that it addressed a cluster of cartridge cases that was fired from the same firearm.
Share your truth and positive results will be the outcome.
Contradiction is truth; both positive and negative exist simultaneously -- always.
In SoundSelf's design, Arnott attempted to reach the six qualities of a spiritual experience: a sense of unity, an intuitive sense of deep truth, sacredness, positive mood, transcendence of time and space, and ineffability.
In addition, using unsupervised clustering of the ground truth 'false positive' predictions, we noted several distinct classes and present evidence suggesting non-overlapping sources of technical artefacts illuminating important directions for future study.
Bertrand Russell (1985) labored mightily to reduce negative truths to positive truths.
If he said to the country "We can do better" and consistently lays out the case for the nation to honestly come to grips with its racial truths, then positive change can follow.
Since detections have to be as exact as possible to guarantee accurate risk analyses unlike Ali et al. (2007) we constrain exclusively to an overlap of at least 75% between detection and ground truth for true positives.
