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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175601  29.140%  (98.126% of non-spam corpus)
# Correctly spam:     384123  63.743%  (90.669% of spam corpus)
# False positives:      3353  0.556%  (1.874% of nonspam, 261019 weighted)
# False negatives:     39532  6.560%  (9.331% of spam, 114168 weighted)
# Average score for spam:  15.8    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              602609  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22039  98.04%
# Correctly spam:      47711  90.40%
# False positives:       440  1.96%
# False negatives:      5065  9.60%
# TCR(l=50): 1.949972  SpamRecall: 90.403%  SpamPrec: 99.086%

##### 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: 177319  99.09%
# Correctly spam:     171621  40.51%
# False positives:      1635  0.91%
# False negatives:    252034  59.49%
# TCR(l=50): 1.269249  SpamRecall: 40.510%  SpamPrec: 99.056%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22269  99.07%
# Correctly spam:      21579  40.89%
# False positives:       210  0.93%
# False negatives:     31197  59.11%
# TCR(l=50): 1.265703  SpamRecall: 40.888%  SpamPrec: 99.036%