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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178298  42.290%  (96.645% of non-spam corpus)
# Correctly spam:     196024  46.495%  (82.670% of spam corpus)
# False positives:      6190  1.468%  (3.355% of nonspam, 248531 weighted)
# False negatives:     41092  9.747%  (17.330% of spam,  94792 weighted)
# Average score for spam:  24.7    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              421604  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22384  96.68%
# Correctly spam:      24502  82.61%
# False positives:       769  3.32%
# False negatives:      5157  17.39%
# TCR(l=50): 0.680143  SpamRecall: 82.612%  SpamPrec: 96.957%

##### 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: 179127  97.09%
# Correctly spam:     136085  57.39%
# False positives:      5361  2.91%
# False negatives:    101031  42.61%
# TCR(l=50): 0.642450  SpamRecall: 57.392%  SpamPrec: 96.210%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22520  97.27%
# Correctly spam:      17181  57.93%
# False positives:       633  2.73%
# False negatives:     12478  42.07%
# TCR(l=50): 0.672113  SpamRecall: 57.928%  SpamPrec: 96.447%