Results for faSPAM1ofl.mrx

              Gold Standard
       +-------------------+
       |       ham    spam |
       |                   |
Filter | ham   8899     75 |
Result |spam    139  39973 |
       +-------------------+
Total          9038  40048

ham%:    1.54 (1.29-1.81)
spam%:   0.19 (0.15-0.23)
 
HAM MISC%  SPAM MISC% (95% C.L.)
      0.01      89.24 (44.18 - 98.86)
      0.02      48.94 (8.66 - 90.64)
      0.05      27.67 (12.37 - 50.91)
      0.10      17.09 (5.33 - 43.00)
      0.20       2.95 (1.31 - 6.52)
      0.50       0.66 (0.39 - 1.10)
      1.00       0.28 (0.22 - 0.38)
      2.00       0.12 (0.09 - 0.17)
      5.00       0.06 (0.04 - 0.09)
     10.00       0.04 (0.02 - 0.06)
     20.00       0.03 (0.02 - 0.05)
     50.00       0.02 (0.01 - 0.04)

SPAM MISC%  HAM MISC% (95% C.L.)
      0.01      60.42 (12.92 - 94.02)
      0.02      39.64 (13.33 - 73.73)
      0.05       7.24 (3.31 - 15.08)
      0.10       2.33 (1.70 - 3.20)
      0.20       1.33 (1.01 - 1.74)
      0.50       0.64 (0.47 - 0.88)
      1.00       0.40 (0.29 - 0.55)
      2.00       0.29 (0.20 - 0.42)
      5.00       0.15 (0.08 - 0.28)
     10.00       0.13 (0.07 - 0.26)
     20.00       0.08 (0.03 - 0.21)
     50.00       0.01 (0.00 - 0.04)

1-ROCA%: 0.070 (0.045 - 0.109)
 
Graph of ROC Curve
Combined Graph of ROC Curves

Logistic Averages
HAM%:  1.54 (1.30 - 1.81)
SPAM%: 0.19 (0.15 - 0.23)
LAM%:  0.54 (0.47 - 0.62)

LEARNING CURVE
HAM%  Initial:  2.09 (1.56 - 2.81)  Final: 1 (0.67 - 1.52)
SPAM% Initial:  0.37 (0.25 - 0.54)  Final: 0.081 (0.05 - 0.14)
LAM%  Initial:  0.88 (0.69 - 1.13)  Final: 0.29 (0.20 - 0.40)
 
Graph of Learning Curve
Combined Graph of Learning Curves