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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 294509  49.321%  (99.418% of non-spam corpus)
# Correctly spam:     135227  22.646%  (44.941% of spam corpus)
# False positives:      1724  0.289%  (0.582% of nonspam,  52334 weighted)
# False negatives:    165671  27.744%  (55.059% of spam, 388912 weighted)
# Average score for spam:  5.2    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              597131  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36730  99.39%
# Correctly spam:      16989  45.24%
# False positives:       226  0.61%
# False negatives:     20563  54.76%
# TCR(l=50): 1.178546  SpamRecall: 45.241%  SpamPrec: 98.687%

##### 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: 289723  97.80%
# Correctly spam:      67473  22.42%
# False positives:      6510  2.20%
# False negatives:    233425  77.58%
# TCR(l=50): 0.538351  SpamRecall: 22.424%  SpamPrec: 91.201%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36114  97.72%
# Correctly spam:       8377  22.31%
# False positives:       842  2.28%
# False negatives:     29175  77.69%
# TCR(l=50): 0.526861  SpamRecall: 22.308%  SpamPrec: 90.867%