samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 2726 historical examples (what looks useful): #n score range ------ ----- -------------- 1 86.68 PDR_UFP = vl 2 68.43 Enquiry = vl 3 67.11 PDR_AFP = vl 4 67.10 NPDU_UFP = vl 5 67.10 NPDR_AFP = vl 6 54.17 Resource = vl 7 54.17 Interface = vl 8 50.01 Deleted = vl 9 50.00 Dev.Type = vl 10 47.82 File = vl 11 45.22 Duration = vl 12 40.79 Changed = vl 13 39.66 AFP = vl 14 29.63 Input = vl 15 27.87 Output = vl 16 22.61 Added = vl 17 22.61 Added = lo 18 20.01 Changed = lo 19 20.00 Output = lo 20 14.45 AFP = md 21 14.45 Added = md 22 11.31 Output = md 23 11.31 Input = md 24 11.31 Input = lo 25 9.29 NPDR_AFP = lo 26 9.29 File = lo 27 7.89 PDR_AFP = lo 28 7.89 NPDU_UFP = lo 29 7.88 Duration = lo 30 7.88 AFP = lo Test results on 1282 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 20) Score-Median: 0.18585338 Score-Spread: 0.60143184 Scores: 0.000 0.007 0.013 0.016 0.049 0.065 0.077 0.093 0.138 0.164 0.208 0.252 0.374 0.383 0.621 0.696 0.736 0.833 0.862 1.000 china-effort: 237 296 352 380 668 804 911 1049 1440 1666 2053 2433 3500 3583 5657 6316 6665 7505 7762 8967 china-effort-median: 1859.5 china-effort-spread: 5250.5 STOPPING. Next query too small: Query #1 (size: 2) Score-Median: 0.063287514 Score-Spread: 0.027835052 Scores: 0.049 0.077 china-effort: 668 911 china-effort-median: 789.5 china-effort-spread: 243 STOPPING. Next query too small: Query #2 (size: ) Score-Median: 0 Score-Spread: 0 Scores: china-effort: china-effort-median: 0 china-effort-spread: 0 ---------------Results--------------- Baseline (size: 20) Score-Median: 0.18585338 Score-Spread: 0.60143184 Scores: 0.000 0.007 0.013 0.016 0.049 0.065 0.077 0.093 0.138 0.164 0.208 0.252 0.374 0.383 0.621 0.696 0.736 0.833 0.862 1.000 china-effort: 237 296 352 380 668 804 911 1049 1440 1666 2053 2433 3500 3583 5657 6316 6665 7505 7762 8967 china-effort-median: 1859.5 china-effort-spread: 5250.5 Final (size: 2) Score-Median: 0.063287514 Score-Spread: 0.027835052 Scores: 0.049 0.077 china-effort: 668 911 china-effort-median: 789.5 china-effort-spread: 243 -----------Reduction Summary----------- score median: 66% score spread: 95% china-effort median: 58% china-effort spread: 95% ------------Recommendations------------ Enquiry=vl