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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160075  39.529%  (99.457% of non-spam corpus)
# Correctly spam:     240863  59.478%  (98.710% of spam corpus)
# False positives:       874  0.216%  (0.543% of nonspam,  96709 weighted)
# False negatives:      3147  0.777%  (1.290% of spam,   7149 weighted)
# Average score for spam:  27.6    nonspam: -1.5
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              404959  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20200  99.57%
# Correctly spam:      30114  98.73%
# False positives:        87  0.43%
# False negatives:       386  1.27%
# TCR(l=50): 6.440034  SpamRecall: 98.734%  SpamPrec: 99.712%

##### 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: 160644  99.81%
# Correctly spam:     236063  96.74%
# False positives:       305  0.19%
# False negatives:      7947  3.26%
# TCR(l=50): 10.519033  SpamRecall: 96.743%  SpamPrec: 99.871%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20258  99.86%
# Correctly spam:      29498  96.71%
# False positives:        29  0.14%
# False negatives:      1002  3.29%
# TCR(l=50): 12.438825  SpamRecall: 96.715%  SpamPrec: 99.902%