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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184036  25.724%  (99.102% of non-spam corpus)
# Correctly spam:     332698  46.504%  (62.808% of spam corpus)
# False positives:      1667  0.233%  (0.898% of nonspam, 300272 weighted)
# False negatives:    197012  27.538%  (37.192% of spam, 605700 weighted)
# Average score for spam:  7.9    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              715413  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23117  99.21%
# Correctly spam:      41493  62.70%
# False positives:       184  0.79%
# False negatives:     24685  37.30%
# TCR(l=50): 1.953018  SpamRecall: 62.699%  SpamPrec: 99.559%

##### 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: 185049  99.65%
# Correctly spam:     101947  19.25%
# False positives:       654  0.35%
# False negatives:    427763  80.75%
# TCR(l=50): 1.150386  SpamRecall: 19.246%  SpamPrec: 99.363%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23224  99.67%
# Correctly spam:      12740  19.25%
# False positives:        77  0.33%
# False negatives:     53438  80.75%
# TCR(l=50): 1.155181  SpamRecall: 19.251%  SpamPrec: 99.399%