samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 5415 historical examples (what looks useful): #n score range ------ ----- -------------- 1 66.67 Enquiry = vl 2 63.64 File = vl 3 53.85 Resource = vl 4 53.85 Interface = vl 5 52.10 Duration = vl 6 52.10 Added = vl 7 51.85 Deleted = vl 8 50.01 Dev.Type = vl 9 49.24 Input = vl 10 48.47 NPDR_AFP = lo 11 48.46 Output = lo 12 44.22 PDR_UFP = vl 13 44.22 NPDU_UFP = vl 14 37.62 PDR_AFP = vl 15 35.01 AFP = vl 16 33.95 PDR_AFP = lo 17 26.05 PDR_UFP = lo 18 26.05 NPDU_UFP = lo 19 23.34 NPDR_AFP = vl 20 20.01 Changed = hi 21 19.32 Changed = vl 22 17.78 Output = vl 23 17.78 Changed = lo 24 14.75 AFP = lo 25 14.74 Input = lo 26 14.74 Added = lo 27 11.68 AFP = md 28 8.24 Duration = lo Test results on 2585 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 17) Score-Median: 0.085085024 Score-Spread: 0.12758191 Scores: 0.000 0.010 0.017 0.031 0.033 0.051 0.068 0.076 0.085 0.099 0.126 0.130 0.161 0.203 0.442 0.574 1.000 china-effort: 155 500 729 1172 1238 1821 2385 2643 2952 3393 4301 4430 5432 6821 14698 19034 33028 china-effort-median: 2952 china-effort-spread: 4194 Query #1 (size: 9) Score-Median: 0.03294497 Score-Spread: 0.050375688 Scores: 0.000 0.010 0.017 0.031 0.033 0.051 0.068 0.126 0.130 china-effort: 155 500 729 1172 1238 1821 2385 4301 4430 china-effort-median: 1238 china-effort-spread: 1656 STOPPING. Next query shows no improvement: Query #2 (size: 4) Score-Median: 0.04181243 Score-Spread: 0.073890427 Scores: 0.000 0.033 0.051 0.130 china-effort: 155 1238 1821 4430 china-effort-median: 1529.5 china-effort-spread: 2429 ---------------Results--------------- Baseline (size: 17) Score-Median: 0.085085024 Score-Spread: 0.12758191 Scores: 0.000 0.010 0.017 0.031 0.033 0.051 0.068 0.076 0.085 0.099 0.126 0.130 0.161 0.203 0.442 0.574 1.000 china-effort: 155 500 729 1172 1238 1821 2385 2643 2952 3393 4301 4430 5432 6821 14698 19034 33028 china-effort-median: 2952 china-effort-spread: 4194 Final (size: 9) Score-Median: 0.03294497 Score-Spread: 0.050375688 Scores: 0.000 0.010 0.017 0.031 0.033 0.051 0.068 0.126 0.130 china-effort: 155 500 729 1172 1238 1821 2385 4301 4430 china-effort-median: 1238 china-effort-spread: 1656 -----------Reduction Summary----------- score median: 61% score spread: 61% china-effort median: 58% china-effort spread: 61% ------------Recommendations------------ Enquiry=vl