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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167201  28.503%  (99.668% of non-spam corpus)
# Correctly spam:     413615  70.509%  (98.748% of spam corpus)
# False positives:       557  0.095%  (0.332% of nonspam,  86658 weighted)
# False negatives:      5242  0.894%  (1.252% of spam,  18098 weighted)
# Average score for spam:  21.9    nonspam: -0.7
# Average for false-pos:   6.2  false-neg: 3.5
# TOTAL:              586615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21050  99.64%
# Correctly spam:      51501  98.67%
# False positives:        75  0.36%
# False negatives:       693  1.33%
# TCR(l=50): 11.747468  SpamRecall: 98.672%  SpamPrec: 99.855%

##### 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: 167615  99.91%
# Correctly spam:     398272  95.09%
# False positives:       143  0.09%
# False negatives:     20585  4.91%
# TCR(l=50): 15.102109  SpamRecall: 95.085%  SpamPrec: 99.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21106  99.91%
# Correctly spam:      49631  95.09%
# False positives:        19  0.09%
# False negatives:      2563  4.91%
# TCR(l=50): 14.857387  SpamRecall: 95.089%  SpamPrec: 99.962%