Table 4 Results obtained using the interest measures for the STULONG database
Conviction | Cut-off | 1.1 | 1.2 | 1.3 | 1.4 | 1.5 |
% Eliminated Rules | 48,85% | 53,33% | 58,04% | 61,45% | 63,18% | |
# Remaining Rules | 1597 | 1377 | 1238 | 1137 | 1086 | |
SemPrune % of Eliminated rules | 26,35% | 16,26% | 14,47% | 12,60% | 11,54% | |
Specificity | Cut-off | 0.95 | 0.97 | 0.98 | 0.99 | 1.00 |
% Eliminated Rules | 12,44% | 26,33% | 5,22% | 53,43% | 59,38% | |
# Remaining Rules | 2583 | 1307 | 2180 | 1374 | 1198 | |
SemPrune % of Eliminated rules | 12,83% | 8,91% | 2,46% | 0,65% | 0,00% | |
Lift | Cut-off | 1.0 | 1.1 | 1.2 | 1.3 | 1.4 |
% Eliminated Rules | 0,00% | 20,86% | 24,89% | 25,30% | 26,06% | |
# Remaining Rules | 2950 | 921 | 2216 | 2204 | 2181 | |
SemPrune % of Eliminated rules | 17,61% | 5,84% | 0,00% | 0,00% | 0,00% | |
Novelty | Cut-off | 0.0 | 0.1 | 0.2 | 0.3 | 0.4 |
% Eliminated Rules | 0,00% | 10,00% | 100,00% | 100,00% | 100,00% | |
# Remaining Rules | 2950 | 0 | 0 | 0 | 0 | |
SemPrune % of Eliminated rules | 17,61% | 0,00% | 0,00% | 0,00% | 0,00% |