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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176051  17.635%  (92.920% of non-spam corpus)
# Correctly spam:     674654  67.579%  (83.409% of spam corpus)
# False positives:     13415  1.344%  (7.080% of nonspam, 1527237 weighted)
# False negatives:    134200  13.443%  (16.591% of spam, 270525 weighted)
# Average score for spam:  7.6    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.0
# TOTAL:              998320  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22141  93.13%
# Correctly spam:      84404  83.72%
# False positives:      1634  6.87%
# False negatives:     16414  16.28%
# TCR(l=50): 1.027560  SpamRecall: 83.719%  SpamPrec: 98.101%

##### 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: 187643  99.04%
# Correctly spam:     141720  17.52%
# False positives:      1823  0.96%
# False negatives:    667134  82.48%
# TCR(l=50): 1.066690  SpamRecall: 17.521%  SpamPrec: 98.730%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23547  99.04%
# Correctly spam:      17732  17.59%
# False positives:       228  0.96%
# False negatives:     83086  82.41%
# TCR(l=50): 1.067015  SpamRecall: 17.588%  SpamPrec: 98.731%
