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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443506  49.541%  (99.600% of non-spam corpus)
# Correctly spam:     279810  31.255%  (62.187% of spam corpus)
# False positives:      1781  0.199%  (0.400% of nonspam, 105770 weighted)
# False negatives:    170142  19.005%  (37.813% of spam, 310990 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895239  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55286  99.60%
# Correctly spam:      34791  62.01%
# False positives:       224  0.40%
# False negatives:     21315  37.99%
# TCR(l=50): 1.725542  SpamRecall: 62.009%  SpamPrec: 99.360%

##### 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: 443420  99.58%
# Correctly spam:     179846  39.97%
# False positives:      1867  0.42%
# False negatives:    270106  60.03%
# TCR(l=50): 1.237982  SpamRecall: 39.970%  SpamPrec: 98.973%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55246  99.52%
# Correctly spam:      22208  39.58%
# False positives:       264  0.48%
# False negatives:     33898  60.42%
# TCR(l=50): 1.191261  SpamRecall: 39.582%  SpamPrec: 98.825%