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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 567572  67.934%  (99.657% of non-spam corpus)
# Correctly spam:     178096  21.317%  (66.965% of spam corpus)
# False positives:      1956  0.234%  (0.343% of nonspam,  27262 weighted)
# False negatives:     87856  10.516%  (33.035% of spam, 186487 weighted)
# Average score for spam:  8.8    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              835480  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70820  99.62%
# Correctly spam:      22379  67.27%
# False positives:       267  0.38%
# False negatives:     10887  32.73%
# TCR(l=50): 1.372530  SpamRecall: 67.273%  SpamPrec: 98.821%

##### 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: 560711  98.45%
# Correctly spam:      97940  36.83%
# False positives:      8817  1.55%
# False negatives:    168012  63.17%
# TCR(l=50): 0.436802  SpamRecall: 36.826%  SpamPrec: 91.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70018  98.50%
# Correctly spam:      12315  37.02%
# False positives:      1069  1.50%
# False negatives:     20951  62.98%
# TCR(l=50): 0.447118  SpamRecall: 37.020%  SpamPrec: 92.013%