Results for faSPAM3ofl.mrx

              Gold Standard
       +-------------------+
       |       ham    spam |
       |                   |
Filter | ham   8949     92 |
Result |spam     89  39956 |
       +-------------------+
Total          9038  40048

ham%:    0.98 (0.79-1.21)
spam%:   0.23 (0.19-0.28)
 
HAM MISC%  SPAM MISC% (95% C.L.)
      0.01      99.36 (78.14 - 99.98)
      0.02      94.95 (18.94 - 99.93)
      0.05      33.46 (7.66 - 75.31)
      0.10      22.59 (9.55 - 44.66)
      0.20       3.55 (0.85 - 13.67)
      0.50       0.45 (0.29 - 0.71)
      1.00       0.22 (0.16 - 0.31)
      2.00       0.12 (0.09 - 0.16)
      5.00       0.09 (0.06 - 0.12)
     10.00       0.07 (0.05 - 0.10)
     20.00       0.05 (0.04 - 0.08)
     50.00       0.03 (0.02 - 0.06)

SPAM MISC%  HAM MISC% (95% C.L.)
      0.01      77.36 (11.96 - 98.85)
      0.02      62.72 (27.55 - 88.16)
      0.05      22.50 (6.69 - 54.07)
      0.10       3.65 (1.68 - 7.75)
      0.20       1.19 (0.89 - 1.59)
      0.50       0.49 (0.35 - 0.67)
      1.00       0.34 (0.23 - 0.50)
      2.00       0.27 (0.17 - 0.41)
      5.00       0.19 (0.11 - 0.32)
     10.00       0.15 (0.09 - 0.27)
     20.00       0.11 (0.06 - 0.21)
     50.00       0.02 (0.01 - 0.08)

1-ROCA%: 0.099 (0.067 - 0.146)
 
Graph of ROC Curve
Combined Graph of ROC Curves

Logistic Averages
HAM%:  0.98 (0.80 - 1.21)
SPAM%: 0.23 (0.19 - 0.28)
LAM%:  0.48 (0.41 - 0.55)

LEARNING CURVE
HAM%  Initial:  1.59 (1.11 - 2.27)  Final: 0.49 (0.28 - 0.84)
SPAM% Initial:  0.47 (0.33 - 0.66)  Final: 0.095 (0.06 - 0.16)
LAM%  Initial:  0.86 (0.67 - 1.11)  Final: 0.22 (0.15 - 0.31)
 
Graph of Learning Curve
Combined Graph of Learning Curves