samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 21387 historical examples (what looks useful): #n score range ------ ----- -------------- 1 100.01 Enquiry = vl 2 100.00 Added = vl 3 64.00 Duration = vl 4 60.01 PDR_UFP = vl 5 60.00 NPDU_UFP = vl 6 60.00 AFP = vl 7 53.33 Resource = vl 8 50.01 Dev.Type = vl 9 50.00 Deleted = vl 10 45.72 Output = vl 11 45.72 File = vl 12 45.01 PDR_AFP = vl 13 45.01 NPDR_AFP = vl 14 40.01 Interface = vl 15 26.68 Changed = lo 16 26.67 PDR_AFP = md 17 26.67 Input = vl 18 20.01 NPDR_AFP = md 19 20.01 Interface = lo 20 20.01 File = lo 21 20.01 Changed = hi 22 20.00 Output = lo 23 20.00 Changed = vh 24 20.00 Changed = md 25 10.01 PDR_UFP = lo 26 10.01 NPDU_UFP = md 27 10.01 NPDR_AFP = lo 28 10.01 Input = lo 29 10.01 AFP = md 30 10.00 PDR_UFP = md 31 10.00 NPDU_UFP = lo 32 10.00 Input = hi 33 6.67 Resource = lo 34 6.67 Input = md 35 6.67 AFP = lo 36 5.01 Duration = lo Test results on 10565 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 13) Score-Median: 0.075630252 Score-Spread: 0.083358343 Scores: 0.000 0.023 0.032 0.035 0.043 0.050 0.076 0.077 0.114 0.118 0.237 0.291 1.000 china-effort: 344 949 1200 1278 1498 1666 2360 2400 3393 3500 6666 8111 27000 china-effort-median: 2360 china-effort-spread: 2222 Query #1 (size: 6) Score-Median: 0.042316927 Score-Spread: 0.051264256 Scores: 0.000 0.023 0.035 0.050 0.076 0.291 china-effort: 344 949 1278 1666 2360 8111 china-effort-median: 1472 china-effort-spread: 1366.5 Query #2 (size: 4) Score-Median: 0.028867797 Score-Spread: 0.030968637 Scores: 0.000 0.023 0.035 0.050 china-effort: 344 949 1278 1666 china-effort-median: 1113.5 china-effort-spread: 825.5 STOPPING. Next query too small: Query #3 (size: 2) Score-Median: 0.011348289 Score-Spread: 0.022696579 Scores: 0.000 0.023 china-effort: 344 949 china-effort-median: 646.5 china-effort-spread: 605 ---------------Results--------------- Baseline (size: 13) Score-Median: 0.075630252 Score-Spread: 0.083358343 Scores: 0.000 0.023 0.032 0.035 0.043 0.050 0.076 0.077 0.114 0.118 0.237 0.291 1.000 china-effort: 344 949 1200 1278 1498 1666 2360 2400 3393 3500 6666 8111 27000 china-effort-median: 2360 china-effort-spread: 2222 Final (size: 4) Score-Median: 0.028867797 Score-Spread: 0.030968637 Scores: 0.000 0.023 0.035 0.050 china-effort: 344 949 1278 1666 china-effort-median: 1113.5 china-effort-spread: 825.5 -----------Reduction Summary----------- score median: 62% score spread: 63% china-effort median: 53% china-effort spread: 63% ------------Recommendations------------ Enquiry=vl Added=vl