samples : 50 k1 : 5 k2 : 15 %test : 33 Contrast Method : BSquared Case Relevancy : 75% Overlap Logging : Off Training results on 345 historical examples (what looks useful): #n score range ------ ----- -------------- 1 69.57 Enquiry = vl 2 57.54 PDR_AFP = vl 3 57.54 NPDR_AFP = vl 4 57.53 PDR_UFP = vl 5 57.53 NPDU_UFP = vl 6 57.15 Interface = vl 7 54.47 Output = vl 8 51.61 Deleted = vl 9 50.01 Dev.Type = vl 10 45.72 AFP = lo 11 44.92 File = vl 12 44.92 Changed = vl 13 34.71 Duration = vl 14 34.60 Duration = md 15 30.49 Input = lo 16 30.48 Resource = lo 17 27.96 Resource = vl 18 27.24 Added = lo 19 24.62 Added = vl 20 19.11 Input = vl 21 12.32 File = lo 22 12.32 Changed = hi 23 12.31 PDR_AFP = hi 24 12.31 Output = md 25 12.31 NPDU_UFP = md 26 12.31 NPDR_AFP = hi 27 12.31 Input = md 28 12.31 AFP = md 29 10.33 PDR_UFP = md 30 8.89 Added = md 31 7.81 AFP = vl Test results on 154 new projects (applying the training results to new data): ---------------Queries--------------- Query #0 (size: 21) Score-Median: 0.078340856 Score-Spread: 0.12765012 Scores: 0.000 0.017 0.026 0.027 0.034 0.035 0.036 0.038 0.054 0.078 0.078 0.102 0.105 0.141 0.146 0.162 0.194 0.214 0.352 0.646 1.000 china-effort: 155 657 903 935 1136 1167 1213 1278 1748 2442 2446 3132 3214 4266 4428 4900 5841 6416 10437 19034 29399 china-effort-median: 2446 china-effort-spread: 3733 Query #1 (size: 8) Score-Median: 0.058302558 Score-Spread: 0.0808029 Scores: 0.000 0.027 0.036 0.038 0.078 0.078 0.146 0.352 china-effort: 155 935 1213 1278 2442 2446 4428 10437 china-effort-median: 1860 china-effort-spread: 2363 STOPPING. Next query too small: Query #2 (size: 2) Score-Median: 0.013336069 Score-Spread: 0.026672138 Scores: 0.000 0.027 china-effort: 155 935 china-effort-median: 545 china-effort-spread: 780 ---------------Results--------------- Baseline (size: 21) Score-Median: 0.078340856 Score-Spread: 0.12765012 Scores: 0.000 0.017 0.026 0.027 0.034 0.035 0.036 0.038 0.054 0.078 0.078 0.102 0.105 0.141 0.146 0.162 0.194 0.214 0.352 0.646 1.000 china-effort: 155 657 903 935 1136 1167 1213 1278 1748 2442 2446 3132 3214 4266 4428 4900 5841 6416 10437 19034 29399 china-effort-median: 2446 china-effort-spread: 3733 Final (size: 8) Score-Median: 0.058302558 Score-Spread: 0.0808029 Scores: 0.000 0.027 0.036 0.038 0.078 0.078 0.146 0.352 china-effort: 155 935 1213 1278 2442 2446 4428 10437 china-effort-median: 1860 china-effort-spread: 2363 -----------Reduction Summary----------- score median: 26% score spread: 37% china-effort median: 24% china-effort spread: 37% ------------Recommendations------------ Enquiry=vl