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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440617  40.152%  (99.882% of non-spam corpus)
# Correctly spam:     607163  55.329%  (92.523% of spam corpus)
# False positives:       519  0.047%  (0.118% of nonspam,  51840 weighted)
# False negatives:     49066  4.471%  (7.477% of spam, 101598 weighted)
# Average score for spam:  15.5    nonspam: -1.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1097365  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54929  99.87%
# Correctly spam:      75672  92.47%
# False positives:        71  0.13%
# False negatives:      6165  7.53%
# TCR(l=50): 8.423778  SpamRecall: 92.467%  SpamPrec: 99.906%

##### 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: 439276  99.58%
# Correctly spam:     493090  75.14%
# False positives:      1860  0.42%
# False negatives:    163139  24.86%
# TCR(l=50): 2.562003  SpamRecall: 75.140%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54758  99.56%
# Correctly spam:      61479  75.12%
# False positives:       242  0.44%
# False negatives:     20358  24.88%
# TCR(l=50): 2.521320  SpamRecall: 75.124%  SpamPrec: 99.608%