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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 556752  68.495%  (99.802% of non-spam corpus)
# Correctly spam:     222543  27.379%  (87.278% of spam corpus)
# False positives:      1104  0.136%  (0.198% of nonspam,  28393 weighted)
# False negatives:     32438  3.991%  (12.722% of spam,  56969 weighted)
# Average score for spam:  17.8    nonspam: -2.9
# Average for false-pos:   5.6  false-neg: 1.8
# TOTAL:              812837  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69527  99.77%
# Correctly spam:      27714  87.00%
# False positives:       158  0.23%
# False negatives:      4143  13.00%
# TCR(l=50): 2.645271  SpamRecall: 86.995%  SpamPrec: 99.433%

##### 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: 555910  99.65%
# Correctly spam:     164929  64.68%
# False positives:      1946  0.35%
# False negatives:     90052  35.32%
# TCR(l=50): 1.360973  SpamRecall: 64.683%  SpamPrec: 98.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69430  99.63%
# Correctly spam:      20522  64.42%
# False positives:       255  0.37%
# False negatives:     11335  35.58%
# TCR(l=50): 1.322690  SpamRecall: 64.419%  SpamPrec: 98.773%