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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174742  45.307%  (99.475% of non-spam corpus)
# Correctly spam:     151872  39.377%  (72.312% of spam corpus)
# False positives:       922  0.239%  (0.525% of nonspam,  80939 weighted)
# False negatives:     58150  15.077%  (27.688% of spam, 134655 weighted)
# Average score for spam:  10.4    nonspam: -1.2
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              385686  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21979  99.52%
# Correctly spam:      19017  72.34%
# False positives:       106  0.48%
# False negatives:      7270  27.66%
# TCR(l=50): 2.091249  SpamRecall: 72.344%  SpamPrec: 99.446%

##### 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: 175001  99.62%
# Correctly spam:      94171  44.84%
# False positives:       663  0.38%
# False negatives:    115851  55.16%
# TCR(l=50): 1.409534  SpamRecall: 44.839%  SpamPrec: 99.301%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22015  99.68%
# Correctly spam:      11861  45.12%
# False positives:        70  0.32%
# False negatives:     14426  54.88%
# TCR(l=50): 1.466417  SpamRecall: 45.121%  SpamPrec: 99.413%