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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440589  40.147%  (99.876% of non-spam corpus)
# Correctly spam:     607633  55.368%  (92.584% of spam corpus)
# False positives:       547  0.050%  (0.124% of nonspam,  54169 weighted)
# False negatives:     48674  4.435%  (7.416% of spam, 102432 weighted)
# Average score for spam:  15.7    nonspam: -1.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1097443  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54917  99.85%
# Correctly spam:      75676  92.46%
# False positives:        83  0.15%
# False negatives:      6174  7.54%
# TCR(l=50): 7.928129  SpamRecall: 92.457%  SpamPrec: 99.890%

##### 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: 439276  99.58%
# Correctly spam:     493210  75.15%
# False positives:      1860  0.42%
# False negatives:    163097  24.85%
# TCR(l=50): 2.562728  SpamRecall: 75.149%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54758  99.56%
# Correctly spam:      61441  75.07%
# False positives:       242  0.44%
# False negatives:     20409  24.93%
# TCR(l=50): 2.517764  SpamRecall: 75.065%  SpamPrec: 99.608%