samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 1368 historical examples (what looks useful): #n score range ------ ----- -------------- 1 65.22 Output = vl 2 65.22 File = vl 3 65.22 Duration = vl 4 62.51 Resource = vl 5 55.56 Interface = vl 6 53.34 Added = vl 7 51.73 Deleted = vl 8 50.53 AFP = vl 9 50.00 Dev.Type = vl 10 45.72 Input = vl 11 45.01 PDR_UFP = vl 12 45.00 PDR_AFP = vl 13 43.64 Enquiry = vl 14 33.75 Changed = vl 15 26.68 NPDR_AFP = vl 16 26.67 NPDU_UFP = vl 17 26.67 NPDU_UFP = lo 18 26.67 NPDR_AFP = lo 19 15.01 NPDR_AFP = md 20 15.01 Input = lo 21 15.01 Enquiry = lo 22 15.01 AFP = lo 23 12.01 Added = lo 24 12.00 PDR_AFP = md 25 12.00 NPDU_UFP = md 26 12.00 Changed = md 27 10.01 PDR_UFP = lo 28 10.00 PDR_UFP = md 29 10.00 PDR_AFP = lo 30 8.58 Changed = lo Test results on 644 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 20) Score-Median: 0.15921919 Score-Spread: 0.25602658 Scores: 0.000 0.031 0.034 0.035 0.056 0.086 0.110 0.132 0.137 0.158 0.161 0.206 0.223 0.246 0.325 0.329 0.444 0.448 0.760 1.000 china-effort: 211 736 784 814 1158 1666 2078 2455 2533 2897 2941 3711 4002 4393 5732 5801 7762 7824 13130 17219 china-effort-median: 2919 china-effort-spread: 4354.5 Query #1 (size: 6) Score-Median: 0.14722484 Score-Spread: 0.081050094 Scores: 0.110 0.132 0.137 0.158 0.246 0.329 china-effort: 2078 2455 2533 2897 4393 5801 china-effort-median: 2715 china-effort-spread: 1378.5 STOPPING. Next query too small: Query #2 (size: 2) Score-Median: 0.1449318 Score-Spread: 0.02598777 Scores: 0.132 0.158 china-effort: 2455 2897 china-effort-median: 2676 china-effort-spread: 442 ---------------Results--------------- Baseline (size: 20) Score-Median: 0.15921919 Score-Spread: 0.25602658 Scores: 0.000 0.031 0.034 0.035 0.056 0.086 0.110 0.132 0.137 0.158 0.161 0.206 0.223 0.246 0.325 0.329 0.444 0.448 0.760 1.000 china-effort: 211 736 784 814 1158 1666 2078 2455 2533 2897 2941 3711 4002 4393 5732 5801 7762 7824 13130 17219 china-effort-median: 2919 china-effort-spread: 4354.5 Final (size: 6) Score-Median: 0.14722484 Score-Spread: 0.081050094 Scores: 0.110 0.132 0.137 0.158 0.246 0.329 china-effort: 2078 2455 2533 2897 4393 5801 china-effort-median: 2715 china-effort-spread: 1378.5 -----------Reduction Summary----------- score median: 8% score spread: 68% china-effort median: 7% china-effort spread: 68% ------------Recommendations------------ File=vl