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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168286  28.864%  (99.699% of non-spam corpus)
# Correctly spam:     410948  70.484%  (99.204% of spam corpus)
# False positives:       508  0.087%  (0.301% of nonspam,  76723 weighted)
# False negatives:      3298  0.566%  (0.796% of spam,  10916 weighted)
# Average score for spam:  22.0    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.3
# TOTAL:              583040  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21196  99.68%
# Correctly spam:      51190  99.15%
# False positives:        67  0.32%
# False negatives:       439  0.85%
# TCR(l=50): 13.626023  SpamRecall: 99.150%  SpamPrec: 99.869%

##### 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: 168652  99.92%
# Correctly spam:     394236  95.17%
# False positives:       142  0.08%
# False negatives:     20010  4.83%
# TCR(l=50): 15.280192  SpamRecall: 95.170%  SpamPrec: 99.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21245  99.92%
# Correctly spam:      49154  95.21%
# False positives:        18  0.08%
# False negatives:      2475  4.79%
# TCR(l=50): 15.297481  SpamRecall: 95.206%  SpamPrec: 99.963%