Results for ijsSPAM2mrx

              Gold Standard
       +-------------------+
       |       ham    spam |
       |                   |
Filter | ham   8901    136 |
Result |spam    137  39912 |
       +-------------------+
Total          9038  40048

ham%:    1.52 (1.27-1.79)
spam%:   0.34 (0.28-0.40)
 
HAM MISC%  SPAM MISC% (95% C.L.)
      0.01      94.42 (50.14 - 99.65)
      0.02      50.26 (5.47 - 94.64)
      0.05      27.90 (6.91 - 66.87)
      0.10       9.72 (4.44 - 19.96)
      0.20       4.95 (2.57 - 9.33)
      0.50       1.41 (1.04 - 1.91)
      1.00       0.56 (0.44 - 0.71)
      2.00       0.24 (0.17 - 0.33)
      5.00       0.06 (0.04 - 0.09)
     10.00       0.02 (0.01 - 0.05)
     20.00       0.01 (0.01 - 0.04)
     50.00       0.01 (0.00 - 0.03)

SPAM MISC%  HAM MISC% (95% C.L.)
      0.01      39.37 (9.43 - 80.19)
      0.02      13.43 (3.85 - 37.58)
      0.05       5.64 (4.13 - 7.66)
      0.10       3.13 (2.44 - 4.01)
      0.20       2.21 (1.81 - 2.70)
      0.50       1.15 (0.90 - 1.47)
      1.00       0.66 (0.53 - 0.83)
      2.00       0.34 (0.25 - 0.48)
      5.00       0.20 (0.13 - 0.31)
     10.00       0.09 (0.04 - 0.21)
     20.00       0.06 (0.02 - 0.16)
     50.00       0.02 (0.01 - 0.09)

1-ROCA%: 0.069 (0.044 - 0.107)
 
Graph of ROC Curve
Combined Graph of ROC Curves

Logistic Averages
HAM%:  1.52 (1.28 - 1.79)
SPAM%: 0.34 (0.29 - 0.40)
LAM%:  0.72 (0.64 - 0.81)

LEARNING CURVE
HAM%  Initial:  1.59 (1.16 - 2.18)  Final: 1.4 (0.98 - 2.08)
SPAM% Initial:  0.54 (0.40 - 0.73)  Final: 0.2 (0.14 - 0.29)
LAM%  Initial:  0.93 (0.74 - 1.15)  Final: 0.54 (0.41 - 0.70)
 
Graph of Learning Curve
Combined Graph of Learning Curves