Accession Number : ADA313620
Title : POLYSCORE: A Comparison of Accuracy.
Descriptive Note : Final rept. May 95-Jun 96,
Corporate Author : DEPARTMENT OF DEFENSE POLYGRAPH INST FORT MCCLELLAN AL
Personal Author(s) : Blackwell, N. J.
PDF Url : ADA313620
Report Date : JUN 1996
Pagination or Media Count : 26
Abstract : Using data collected under a mock crime scenario paradigm, four versions of the John Hopkins University Applied Physics Laboratory (APL) algorithm-based scoring system were evaluated for consistency in scoring accuracy. The four versions were: (a) PASS 2.0, (b) POLYSCORE 2.3, (c) POLYSCORE 2.9, and (d) POLYSCORE 3.0. The algorithm's rates of agreement/disagreement with ground truth were examined, and the same evaluations were made for the psychophysiological detection of deception (PDD) examiners who collected the data. The PDD examiners in this evaluation had an overall accuracy rate of 72.27% when compared to ground truth. The overall rate of accuracy generated by the algorithm (edited dataset) was: (a) PASS 2.0, 63.03%; (b) POLYSCORE 2.3, 67.72%; (c) POLYSCORE 2.9, 72.27%; and (d) POLYSCORE 3.0, 68.91%. With the inconclusive decisions eliminated, the recomputed accuracy rate for the PDD examiners was 79.63%, while each version of the algorithm was comparable (PASS 2.0, 78.95%; POLYSCORE 2.3, 79.21%; POLYSCORE 2.9 83.50%); POLYSCORE 3.0, 82.83%, with both POLYSCORE 2.9 and POLYSCORE 3.0 exceeding the examiners' level of accuracy. In addition to overall accuracy and accuracy based on the test format used, the effects of subjective manipulation of the data were discussed, and information was provided on the occurrence of decision reversals and statistical outliers.
Descriptors : *DECEPTION, *PSYCHOPHYSIOLOGY, *LIE DETECTORS, MATHEMATICAL MODELS, ALGORITHMS, SOFTWARE ENGINEERING, SCENARIOS, DECISION MAKING, DATA MANAGEMENT, STRESS(PSYCHOLOGY), ACCURACY, REGRESSION ANALYSIS, COMPUTER APPLICATIONS, SYSTEMS ANALYSIS, PSYCHOLOGICAL TESTS, COMPUTER PROGRAM VERIFICATION, SCORING.
Subject Categories : Psychology
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE