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Regression metrics

peihunglin edited this page Sep 16, 2019 · 11 revisions

Evaluation platform:

Intel(R) Xeon(R) CPU E5-2695 v4

Metric report:

tool success rate precision-min precision-max recall-min recall-max accuracy-min accuracy-max
tsan-8.0 0.95 0.96 0.98 0.76 0.86 0.85 0.92
archer2.0 0.96 0.98 0.98 0.90 0.91 0.94 0.95
inspector-2019 0.99 0.93 0.95 0.86 0.86 0.91 0.91
romp 0.91 0.96 0.94 0.91 0.91 0.93 0.93

Metrics formula:

precision (P) = TP/(TP + FP)

recall (R) = TP/(TP +FN)

accuracy (A) = (TP +TN)/(TP +FP +TN +FN)

Tool & compiler version:

Tool Version Compiler
ThreadSanitizer 8.0.1 Clang 8.0.1
Archer 2.0.0 Clang 6.0.1
Intel Inspector 2019 (build 522981) Intel 19.0.4.227
romp 6a0ad6d Clang 8.0.0