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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132694  50.042%  (99.735% of non-spam corpus)
# Correctly spam:     130610  49.256%  (98.859% of spam corpus)
# False positives:       353  0.133%  (0.265% of nonspam,  22002 weighted)
# False negatives:      1507  0.568%  (1.141% of spam,   3963 weighted)
# Average score for spam:  30.8    nonspam: -1.7
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              265164  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16638  99.74%
# Correctly spam:      16376  98.79%
# False positives:        44  0.26%
# False negatives:       201  1.21%
# TCR(l=50): 6.904207  SpamRecall: 98.787%  SpamPrec: 99.732%

##### 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: 132932  99.91%
# Correctly spam:     127311  96.36%
# False positives:       115  0.09%
# False negatives:      4806  3.64%
# TCR(l=50): 12.515820  SpamRecall: 96.362%  SpamPrec: 99.910%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16663  99.89%
# Correctly spam:      15979  96.39%
# False positives:        19  0.11%
# False negatives:       598  3.61%
# TCR(l=50): 10.708656  SpamRecall: 96.393%  SpamPrec: 99.881%