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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155526  43.590%  (97.633% of non-spam corpus)
# Correctly spam:     171247  47.997%  (86.711% of spam corpus)
# False positives:      3771  1.057%  (2.367% of nonspam, 155230 weighted)
# False negatives:     26245  7.356%  (13.289% of spam,  61787 weighted)
# Average score for spam:  13.0    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              356789  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19592  97.66%
# Correctly spam:      21544  87.28%
# False positives:       469  2.34%
# False negatives:      3139  12.72%
# TCR(l=50): 0.928316  SpamRecall: 87.283%  SpamPrec: 97.869%

##### 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: 157376  98.79%
# Correctly spam:     120189  60.86%
# False positives:      1921  1.21%
# False negatives:     77303  39.14%
# TCR(l=50): 1.139248  SpamRecall: 60.858%  SpamPrec: 98.427%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19815  98.77%
# Correctly spam:      15015  60.83%
# False positives:       246  1.23%
# False negatives:      9668  39.17%
# TCR(l=50): 1.123589  SpamRecall: 60.831%  SpamPrec: 98.388%