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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152615  29.973%  (99.306% of non-spam corpus)
# Correctly spam:     347894  68.325%  (97.863% of spam corpus)
# False positives:      1067  0.210%  (0.694% of nonspam, 159202 weighted)
# False negatives:      7598  1.492%  (2.137% of spam,  16933 weighted)
# Average score for spam:  28.0    nonspam: -1.3
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              509174  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19197  99.30%
# Correctly spam:      43363  97.84%
# False positives:       135  0.70%
# False negatives:       956  2.16%
# TCR(l=50): 5.751233  SpamRecall: 97.843%  SpamPrec: 99.690%

##### 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: 153163  99.66%
# Correctly spam:     341922  96.18%
# False positives:       519  0.34%
# False negatives:     13570  3.82%
# TCR(l=50): 8.995243  SpamRecall: 96.183%  SpamPrec: 99.848%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19275  99.71%
# Correctly spam:      42601  96.12%
# False positives:        57  0.29%
# False negatives:      1718  3.88%
# TCR(l=50): 9.702058  SpamRecall: 96.124%  SpamPrec: 99.866%