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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148233  19.118%  (99.230% of non-spam corpus)
# Correctly spam:     505853  65.241%  (80.810% of spam corpus)
# False positives:      1151  0.148%  (0.770% of nonspam, 305152 weighted)
# False negatives:    120129  15.493%  (19.190% of spam, 210667 weighted)
# Average score for spam:  16.3    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              775366  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18601  99.27%
# Correctly spam:      62982  80.58%
# False positives:       137  0.73%
# False negatives:     15179  19.42%
# TCR(l=50): 3.548096  SpamRecall: 80.580%  SpamPrec: 99.783%

##### 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: 148914  99.69%
# Correctly spam:     275381  43.99%
# False positives:       470  0.31%
# False negatives:    350601  56.01%
# TCR(l=50): 1.673297  SpamRecall: 43.992%  SpamPrec: 99.830%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18677  99.67%
# Correctly spam:      34190  43.74%
# False positives:        61  0.33%
# False negatives:     43971  56.26%
# TCR(l=50): 1.662257  SpamRecall: 43.743%  SpamPrec: 99.822%