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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199838  21.979%  (99.367% of non-spam corpus)
# Correctly spam:     655631  72.109%  (92.589% of spam corpus)
# False positives:      1274  0.140%  (0.633% of nonspam, 307300 weighted)
# False negatives:     52476  5.772%  (7.411% of spam,  90169 weighted)
# Average score for spam:  15.5    nonspam: -0.9
# Average for false-pos:   6.9  false-neg: 1.7
# TOTAL:              909219  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25001  99.41%
# Correctly spam:      81831  92.63%
# False positives:       149  0.59%
# False negatives:      6515  7.37%
# TCR(l=50): 6.326244  SpamRecall: 92.626%  SpamPrec: 99.818%

##### 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: 198373  98.64%
# Correctly spam:     363602  51.35%
# False positives:      2739  1.36%
# False negatives:    344505  48.65%
# TCR(l=50): 1.470765  SpamRecall: 51.348%  SpamPrec: 99.252%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24813  98.66%
# Correctly spam:      45248  51.22%
# False positives:       337  1.34%
# False negatives:     43098  48.78%
# TCR(l=50): 1.473711  SpamRecall: 51.217%  SpamPrec: 99.261%