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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 241334  34.591%  (97.897% of non-spam corpus)
# Correctly spam:     296774  42.537%  (65.780% of spam corpus)
# False positives:      5185  0.743%  (2.103% of nonspam, 305346 weighted)
# False negatives:    154388  22.129%  (34.220% of spam, 422069 weighted)
# Average score for spam:  8.6    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              697681  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30053  97.65%
# Correctly spam:      37425  66.52%
# False positives:       723  2.35%
# False negatives:     18838  33.48%
# TCR(l=50): 1.023187  SpamRecall: 66.518%  SpamPrec: 98.105%

##### 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: 237012  96.14%
# Correctly spam:     154663  34.28%
# False positives:      9507  3.86%
# False negatives:    296499  65.72%
# TCR(l=50): 0.584521  SpamRecall: 34.281%  SpamPrec: 94.209%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29566  96.07%
# Correctly spam:      19497  34.65%
# False positives:      1210  3.93%
# False negatives:     36766  65.35%
# TCR(l=50): 0.578445  SpamRecall: 34.653%  SpamPrec: 94.157%