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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161086  38.229%  (99.370% of non-spam corpus)
# Correctly spam:     256202  60.801%  (98.817% of spam corpus)
# False positives:      1022  0.243%  (0.630% of nonspam, 118793 weighted)
# False negatives:      3066  0.728%  (1.183% of spam,   7012 weighted)
# Average score for spam:  28.2    nonspam: -1.2
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              421376  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20290  99.32%
# Correctly spam:      32041  98.91%
# False positives:       139  0.68%
# False negatives:       352  1.09%
# TCR(l=50): 4.436182  SpamRecall: 98.913%  SpamPrec: 99.568%

##### 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: 161802  99.81%
# Correctly spam:     251618  97.05%
# False positives:       306  0.19%
# False negatives:      7650  2.95%
# TCR(l=50): 11.297081  SpamRecall: 97.049%  SpamPrec: 99.879%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20381  99.77%
# Correctly spam:      31455  97.10%
# False positives:        48  0.23%
# False negatives:       938  2.90%
# TCR(l=50): 9.704314  SpamRecall: 97.104%  SpamPrec: 99.848%