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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131167  15.031%  (99.732% of non-spam corpus)
# Correctly spam:     734479  84.169%  (99.105% of spam corpus)
# False positives:       352  0.040%  (0.268% of nonspam, 116658 weighted)
# False negatives:      6630  0.760%  (0.895% of spam,  15791 weighted)
# Average score for spam:  23.4    nonspam: -1.2
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              872628  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16449  99.68%
# Correctly spam:      91643  99.15%
# False positives:        53  0.32%
# False negatives:       789  0.85%
# TCR(l=50): 26.877581  SpamRecall: 99.146%  SpamPrec: 99.942%

##### 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: 131079  99.67%
# Correctly spam:     719839  97.13%
# False positives:       440  0.33%
# False negatives:     21270  2.87%
# TCR(l=50): 17.127548  SpamRecall: 97.130%  SpamPrec: 99.939%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16443  99.64%
# Correctly spam:      89845  97.20%
# False positives:        59  0.36%
# False negatives:      2587  2.80%
# TCR(l=50): 16.693516  SpamRecall: 97.201%  SpamPrec: 99.934%