Results for faSPAM4ofl.mrx

              Gold Standard
       +-------------------+
       |       ham    spam |
       |                   |
Filter | ham   8948     93 |
Result |spam     90  39955 |
       +-------------------+
Total          9038  40048

ham%:    1.00 (0.80-1.22)
spam%:   0.23 (0.19-0.28)
 
HAM MISC%  SPAM MISC% (95% C.L.)
      0.01      99.47 (85.75 - 99.98)
      0.02      98.82 (50.52 - 99.99)
      0.05      55.33 (6.42 - 95.72)
      0.10      16.70 (3.71 - 51.07)
      0.20       3.57 (0.93 - 12.78)
      0.50       0.54 (0.36 - 0.81)
      1.00       0.23 (0.17 - 0.31)
      2.00       0.12 (0.09 - 0.17)
      5.00       0.07 (0.05 - 0.11)
     10.00       0.06 (0.04 - 0.08)
     20.00       0.04 (0.02 - 0.07)
     50.00       0.02 (0.01 - 0.04)

SPAM MISC%  HAM MISC% (95% C.L.)
      0.01      64.30 (8.59 - 97.18)
      0.02      40.23 (17.35 - 68.33)
      0.05      11.19 (4.52 - 25.11)
      0.10       2.57 (1.45 - 4.49)
      0.20       1.18 (0.86 - 1.63)
      0.50       0.52 (0.37 - 0.72)
      1.00       0.33 (0.22 - 0.50)
      2.00       0.24 (0.15 - 0.40)
      5.00       0.19 (0.11 - 0.33)
     10.00       0.12 (0.06 - 0.23)
     20.00       0.09 (0.04 - 0.18)
     50.00       0.06 (0.02 - 0.16)

1-ROCA%: 0.095 (0.060 - 0.149)
 
Graph of ROC Curve
Combined Graph of ROC Curves

Logistic Averages
HAM%:  1.00 (0.81 - 1.22)
SPAM%: 0.23 (0.19 - 0.28)
LAM%:  0.48 (0.42 - 0.56)

LEARNING CURVE
HAM%  Initial:  1.52 (1.06 - 2.17)  Final: 0.54 (0.32 - 0.92)
SPAM% Initial:  0.45 (0.32 - 0.64)  Final: 0.1 (0.06 - 0.17)
LAM%  Initial:  0.83 (0.64 - 1.06)  Final: 0.24 (0.17 - 0.34)
 
Graph of Learning Curve
Combined Graph of Learning Curves