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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 841106  39.854%  (99.833% of non-spam corpus)
# Correctly spam:     1146509  54.325%  (90.422% of spam corpus)
# False positives:      1408  0.067%  (0.167% of nonspam,  64211 weighted)
# False negatives:    121439  5.754%  (9.578% of spam, 319341 weighted)
# Average score for spam:  15.5    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              2110462  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104819  99.82%
# Correctly spam:     143615  90.64%
# False positives:       187  0.18%
# False negatives:     14837  9.36%
# TCR(l=50): 6.551123  SpamRecall: 90.636%  SpamPrec: 99.870%

##### 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: 834903  99.10%
# Correctly spam:     787716  62.13%
# False positives:      7611  0.90%
# False negatives:    480232  37.87%
# TCR(l=50): 1.473019  SpamRecall: 62.125%  SpamPrec: 99.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104054  99.09%
# Correctly spam:      98489  62.16%
# False positives:       952  0.91%
# False negatives:     59963  37.84%
# TCR(l=50): 1.473109  SpamRecall: 62.157%  SpamPrec: 99.043%