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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 210553  39.489%  (99.300% of non-spam corpus)
# Correctly spam:     263037  49.332%  (81.903% of spam corpus)
# False positives:      1485  0.279%  (0.700% of nonspam, 186429 weighted)
# False negatives:     58119  10.900%  (18.097% of spam, 128669 weighted)
# Average score for spam:  12.0    nonspam: -0.9
# Average for false-pos:   8.3  false-neg: 2.2
# TOTAL:              533194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26328  99.25%
# Correctly spam:      32735  81.86%
# False positives:       200  0.75%
# False negatives:      7252  18.14%
# TCR(l=50): 2.317818  SpamRecall: 81.864%  SpamPrec: 99.393%

##### 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: 210792  99.41%
# Correctly spam:     185543  57.77%
# False positives:      1246  0.59%
# False negatives:    135613  42.23%
# TCR(l=50): 1.622713  SpamRecall: 57.773%  SpamPrec: 99.333%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26348  99.32%
# Correctly spam:      23061  57.67%
# False positives:       180  0.68%
# False negatives:     16926  42.33%
# TCR(l=50): 1.542351  SpamRecall: 57.671%  SpamPrec: 99.226%