##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146300  30.202%  (98.688% of non-spam corpus)
# Correctly spam:     191291  39.490%  (56.905% of spam corpus)
# False positives:      1945  0.402%  (1.312% of nonspam, 374516 weighted)
# False negatives:    144870  29.907%  (43.095% of spam, 488105 weighted)
# Average score for spam:  6.8    nonspam: -0.6
# Average for false-pos:   8.5  false-neg: 3.4
# TOTAL:              484406  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18356  98.65%
# Correctly spam:      23956  57.17%
# False positives:       251  1.35%
# False negatives:     17949  42.83%
# TCR(l=50): 1.373979  SpamRecall: 57.167%  SpamPrec: 98.963%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146555  98.86%
# Correctly spam:     111966  33.31%
# False positives:      1690  1.14%
# False negatives:    224195  66.69%
# TCR(l=50): 1.088975  SpamRecall: 33.307%  SpamPrec: 98.513%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18398  98.88%
# Correctly spam:      13955  33.30%
# False positives:       209  1.12%
# False negatives:     27950  66.70%
# TCR(l=50): 1.091276  SpamRecall: 33.302%  SpamPrec: 98.524%