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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176269  22.565%  (96.822% of non-spam corpus)
# Correctly spam:     200402  25.654%  (33.450% of spam corpus)
# False positives:      5786  0.741%  (3.178% of nonspam, 574854 weighted)
# False negatives:    398702  51.040%  (66.550% of spam, 338720 weighted)
# Average score for spam:  4.0    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 0.8
# TOTAL:              781159  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22147  96.86%
# Correctly spam:      25200  33.68%
# False positives:       718  3.14%
# False negatives:     49621  66.32%
# TCR(l=50): 0.874885  SpamRecall: 33.680%  SpamPrec: 97.230%

##### 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: 176664  97.04%
# Correctly spam:      69065  11.53%
# False positives:      5391  2.96%
# False negatives:    530039  88.47%
# TCR(l=50): 0.749265  SpamRecall: 11.528%  SpamPrec: 92.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22189  97.04%
# Correctly spam:       8652  11.56%
# False positives:       676  2.96%
# False negatives:     66169  88.44%
# TCR(l=50): 0.748442  SpamRecall: 11.564%  SpamPrec: 92.753%