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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165631  19.093%  (99.295% of non-spam corpus)
# Correctly spam:     665386  76.703%  (94.964% of spam corpus)
# False positives:      1176  0.136%  (0.705% of nonspam, 318610 weighted)
# False negatives:     35288  4.068%  (5.036% of spam, 101659 weighted)
# Average score for spam:  12.2    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              867481  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20873  99.37%
# Correctly spam:      83064  95.02%
# False positives:       133  0.63%
# False negatives:      4353  4.98%
# TCR(l=50): 7.944833  SpamRecall: 95.020%  SpamPrec: 99.840%

##### 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: 166181  99.62%
# Correctly spam:     397738  56.77%
# False positives:       626  0.38%
# False negatives:    302936  43.23%
# TCR(l=50): 2.096345  SpamRecall: 56.765%  SpamPrec: 99.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20943  99.70%
# Correctly spam:      49766  56.93%
# False positives:        63  0.30%
# False negatives:     37651  43.07%
# TCR(l=50): 2.142521  SpamRecall: 56.929%  SpamPrec: 99.874%