samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 692 historical examples (what looks useful): #n score range ------ ----- -------------- 1 75.01 PDR_UFP = vl 2 71.43 File = vl 3 68.57 Added = vl 4 62.50 Interface = vl 5 56.48 PDR_AFP = vl 6 56.48 NPDU_UFP = vl 7 56.47 NPDR_AFP = vl 8 53.58 Deleted = vl 9 50.01 Dev.Type = vl 10 43.65 Resource = vl 11 41.55 AFP = vl 12 41.54 Duration = vl 13 40.01 Changed = lo 14 38.58 Enquiry = vl 15 38.57 Output = vl 16 38.57 Input = vl 17 34.29 Input = lo 18 30.01 AFP = md 19 21.83 Output = lo 20 18.46 Duration = lo 21 15.00 Changed = hi 22 15.00 Added = md 23 13.34 Changed = vl 24 12.00 Resource = lo 25 10.01 Enquiry = lo 26 10.00 Enquiry = vh 27 8.58 PDR_AFP = lo 28 8.58 NPDU_UFP = lo 29 8.58 NPDR_AFP = lo Test results on 322 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 20) Score-Median: 0.03395212 Score-Spread: 0.040263358 Scores: 0.000 0.001 0.002 0.006 0.006 0.011 0.015 0.019 0.021 0.031 0.037 0.037 0.038 0.038 0.043 0.055 0.093 0.222 0.242 1.000 china-effort: 190 246 296 476 498 774 984 1167 1278 1788 2078 2078 2151 2152 2372 3034 4955 11586 12601 51527 china-effort-median: 1933 china-effort-spread: 2067 Query #1 (size: 7) Score-Median: 0.011375811 Score-Spread: 0.027358435 Scores: 0.000 0.001 0.002 0.011 0.019 0.037 0.037 china-effort: 190 246 296 774 1167 2078 2078 china-effort-median: 774 china-effort-spread: 1404.5 Query #2 (size: 5) Score-Median: 0.0020647876 Score-Spread: 0.01028498 Scores: 0.000 0.001 0.002 0.011 0.019 china-effort: 190 246 296 774 1167 china-effort-median: 296 china-effort-spread: 528 STOPPING. Next query too small: Query #3 (size: 1) Score-Median: 0.0020647876 Score-Spread: 0 Scores: 0.002 china-effort: 296 china-effort-median: 296 china-effort-spread: 0 ---------------Results--------------- Baseline (size: 20) Score-Median: 0.03395212 Score-Spread: 0.040263358 Scores: 0.000 0.001 0.002 0.006 0.006 0.011 0.015 0.019 0.021 0.031 0.037 0.037 0.038 0.038 0.043 0.055 0.093 0.222 0.242 1.000 china-effort: 190 246 296 476 498 774 984 1167 1278 1788 2078 2078 2151 2152 2372 3034 4955 11586 12601 51527 china-effort-median: 1933 china-effort-spread: 2067 Final (size: 5) Score-Median: 0.0020647876 Score-Spread: 0.01028498 Scores: 0.000 0.001 0.002 0.011 0.019 china-effort: 190 246 296 774 1167 china-effort-median: 296 china-effort-spread: 528 -----------Reduction Summary----------- score median: 94% score spread: 74% china-effort median: 85% china-effort spread: 74% ------------Recommendations------------ File=vl Added=vl