Results for bogofilter.mrx

              Gold Standard
       +-------------------+
       |       ham    spam |
       |                   |
Filter | ham   9031   2607 |
Result |spam      7  37441 |
       +-------------------+
Total          9038  40048

ham%:    0.08 (0.03-0.16)
spam%:   6.51 (6.27-6.76)
 
HAM MISC%  SPAM MISC% (95% C.L.)
      0.01      31.04 (6.26 - 75.21)
      0.02      25.16 (5.16 - 67.51)
      0.05       9.74 (3.85 - 22.52)
      0.10       3.90 (1.55 - 9.50)
      0.20       1.92 (1.25 - 2.93)
      0.50       0.81 (0.63 - 1.04)
      1.00       0.57 (0.47 - 0.70)
      2.00       0.32 (0.26 - 0.41)
      5.00       0.12 (0.09 - 0.16)
     10.00       0.04 (0.02 - 0.06)
     20.00       0.01 (0.01 - 0.03)
     50.00       0.01 (0.01 - 0.04)

SPAM MISC%  HAM MISC% (95% C.L.)
      0.01      56.52 (12.66 - 92.10)
      0.02      13.31 (4.06 - 35.79)
      0.05       7.88 (5.87 - 10.50)
      0.10       5.49 (4.35 - 6.90)
      0.20       3.21 (2.53 - 4.07)
      0.50       1.14 (0.87 - 1.49)
      1.00       0.43 (0.31 - 0.60)
      2.00       0.19 (0.11 - 0.33)
      5.00       0.09 (0.04 - 0.21)
     10.00       0.04 (0.01 - 0.20)
     20.00       0.02 (0.01 - 0.09)
     50.00       0.01 (0.00 - 0.02)

1-ROCA%: 0.045 (0.032 - 0.063)
 
Graph of ROC Curve
Combined Graph of ROC Curves

Logistic Averages
HAM%:  0.08 (0.04 - 0.16)
SPAM%: 6.51 (6.27 - 6.76)
LAM%:  0.73 (0.50 - 1.05)

LEARNING CURVE
HAM%  Initial:  0.23 (0.07 - 0.72)  Final: 0.0096 (0.00 - 0.14)
SPAM% Initial:  8.03 (7.48 - 8.61)  Final: 5.2 (4.84 - 5.66)
LAM%  Initial:  1.40 (0.80 - 2.45)  Final: 0.23 (0.06 - 0.87)
 
Graph of Learning Curve
Combined Graph of Learning Curves