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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167849  17.493%  (94.471% of non-spam corpus)
# Correctly spam:     405729  42.283%  (51.892% of spam corpus)
# False positives:      9824  1.024%  (5.529% of nonspam, 1317888 weighted)
# False negatives:    376145  39.200%  (48.108% of spam, 992354 weighted)
# Average score for spam:  9.3    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              959547  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21109  94.57%
# Correctly spam:      51121  52.47%
# False positives:      1213  5.43%
# False negatives:     46312  47.53%
# TCR(l=50): 0.910912  SpamRecall: 52.468%  SpamPrec: 97.682%

##### 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: 168221  94.68%
# Correctly spam:     284207  36.35%
# False positives:      9452  5.32%
# False negatives:    497667  63.65%
# TCR(l=50): 0.805834  SpamRecall: 36.349%  SpamPrec: 96.781%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21147  94.74%
# Correctly spam:      35462  36.40%
# False positives:      1175  5.26%
# False negatives:     61971  63.60%
# TCR(l=50): 0.807092  SpamRecall: 36.396%  SpamPrec: 96.793%