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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266617  31.901%  (95.503% of non-spam corpus)
# Correctly spam:     380459  45.522%  (68.355% of spam corpus)
# False positives:     12553  1.502%  (4.497% of nonspam, 722249 weighted)
# False negatives:    176135  21.075%  (31.645% of spam, 491409 weighted)
# Average score for spam:  7.8    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              835764  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33227  95.14%
# Correctly spam:      47709  68.64%
# False positives:      1699  4.86%
# False negatives:     21800  31.36%
# TCR(l=50): 0.651138  SpamRecall: 68.637%  SpamPrec: 96.561%

##### 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: 266219  95.36%
# Correctly spam:     291145  52.31%
# False positives:     12951  4.64%
# False negatives:    265449  47.69%
# TCR(l=50): 0.609633  SpamRecall: 52.308%  SpamPrec: 95.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33342  95.46%
# Correctly spam:      36414  52.39%
# False positives:      1584  4.54%
# False negatives:     33095  47.61%
# TCR(l=50): 0.618986  SpamRecall: 52.387%  SpamPrec: 95.831%