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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179337  38.279%  (99.080% of non-spam corpus)
# Correctly spam:     203823  43.505%  (70.895% of spam corpus)
# False positives:      1665  0.355%  (0.920% of nonspam, 167568 weighted)
# False negatives:     83677  17.861%  (29.105% of spam, 222064 weighted)
# Average score for spam:  18.3    nonspam: -0.3
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              468502  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22531  99.12%
# Correctly spam:      25561  71.10%
# False positives:       200  0.88%
# False negatives:     10389  28.90%
# TCR(l=50): 1.763206  SpamRecall: 71.102%  SpamPrec: 99.224%

##### 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: 179938  99.41%
# Correctly spam:     185843  64.64%
# False positives:      1064  0.59%
# False negatives:    101657  35.36%
# TCR(l=50): 1.856552  SpamRecall: 64.641%  SpamPrec: 99.431%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22590  99.38%
# Correctly spam:      23298  64.81%
# False positives:       141  0.62%
# False negatives:     12652  35.19%
# TCR(l=50): 1.824688  SpamRecall: 64.807%  SpamPrec: 99.398%