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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164515  37.319%  (98.036% of non-spam corpus)
# Correctly spam:     253220  57.442%  (92.748% of spam corpus)
# False positives:      3296  0.748%  (1.964% of nonspam, 182869 weighted)
# False negatives:     19799  4.491%  (7.252% of spam,  56562 weighted)
# Average score for spam:  13.1    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              440830  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20714  98.03%
# Correctly spam:      31680  92.82%
# False positives:       416  1.97%
# False negatives:      2452  7.18%
# TCR(l=50): 1.467917  SpamRecall: 92.816%  SpamPrec: 98.704%

##### 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: 165672  98.73%
# Correctly spam:     183038  67.04%
# False positives:      2139  1.27%
# False negatives:     89981  32.96%
# TCR(l=50): 1.386369  SpamRecall: 67.042%  SpamPrec: 98.845%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20859  98.72%
# Correctly spam:      23032  67.48%
# False positives:       271  1.28%
# False negatives:     11100  32.52%
# TCR(l=50): 1.384665  SpamRecall: 67.479%  SpamPrec: 98.837%