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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 222662  46.865%  (99.604% of non-spam corpus)
# Correctly spam:     218232  45.932%  (86.748% of spam corpus)
# False positives:       885  0.186%  (0.396% of nonspam,  63463 weighted)
# False negatives:     33338  7.017%  (13.252% of spam,  53459 weighted)
# Average score for spam:  19.5    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 1.6
# TOTAL:              475117  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27871  99.59%
# Correctly spam:      27227  86.69%
# False positives:       114  0.41%
# False negatives:      4182  13.31%
# TCR(l=50): 3.178405  SpamRecall: 86.685%  SpamPrec: 99.583%

##### 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: 222939  99.73%
# Correctly spam:     178425  70.92%
# False positives:       608  0.27%
# False negatives:     73145  29.08%
# TCR(l=50): 2.429572  SpamRecall: 70.925%  SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27906  99.72%
# Correctly spam:      22230  70.78%
# False positives:        79  0.28%
# False negatives:      9179  29.22%
# TCR(l=50): 2.392338  SpamRecall: 70.776%  SpamPrec: 99.646%