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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165857  36.113%  (99.522% of non-spam corpus)
# Correctly spam:     289394  63.011%  (98.897% of spam corpus)
# False positives:       797  0.174%  (0.478% of nonspam, 100745 weighted)
# False negatives:      3228  0.703%  (1.103% of spam,   6122 weighted)
# Average score for spam:  30.2    nonspam: -1.5
# Average for false-pos:   7.2  false-neg: 1.9
# TOTAL:              459276  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20903  99.60%
# Correctly spam:      36143  98.93%
# False positives:        84  0.40%
# False negatives:       390  1.07%
# TCR(l=50): 7.959259  SpamRecall: 98.932%  SpamPrec: 99.768%

##### 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: 166448  99.88%
# Correctly spam:     285815  97.67%
# False positives:       206  0.12%
# False negatives:      6807  2.33%
# TCR(l=50): 17.105395  SpamRecall: 97.674%  SpamPrec: 99.928%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20962  99.88%
# Correctly spam:      35701  97.72%
# False positives:        25  0.12%
# False negatives:       832  2.28%
# TCR(l=50): 17.547070  SpamRecall: 97.723%  SpamPrec: 99.930%