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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156877  49.268%  (94.324% of non-spam corpus)
# Correctly spam:      50633  15.902%  (33.290% of spam corpus)
# False positives:      9440  2.965%  (5.676% of nonspam, 265845 weighted)
# False negatives:    101466  31.866%  (66.710% of spam, 216342 weighted)
# Average score for spam:  5.3    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              318416  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19736  94.27%
# Correctly spam:       6404  33.47%
# False positives:      1199  5.73%
# False negatives:     12732  66.53%
# TCR(l=50): 0.263284  SpamRecall: 33.466%  SpamPrec: 84.230%

##### 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: 157408  94.64%
# Correctly spam:      32062  21.08%
# False positives:      8909  5.36%
# False negatives:    120037  78.92%
# TCR(l=50): 0.268970  SpamRecall: 21.080%  SpamPrec: 78.255%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19822  94.68%
# Correctly spam:       4119  21.52%
# False positives:      1113  5.32%
# False negatives:     15017  78.48%
# TCR(l=50): 0.270791  SpamRecall: 21.525%  SpamPrec: 78.727%