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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179382  41.919%  (99.771% of non-spam corpus)
# Correctly spam:     228856  53.481%  (92.232% of spam corpus)
# False positives:       411  0.096%  (0.229% of nonspam,  35673 weighted)
# False negatives:     19275  4.504%  (7.768% of spam,  44489 weighted)
# Average score for spam:  17.1    nonspam: -2.6
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              427924  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22524  99.78%
# Correctly spam:      28488  92.02%
# False positives:        50  0.22%
# False negatives:      2471  7.98%
# TCR(l=50): 6.227922  SpamRecall: 92.018%  SpamPrec: 99.825%

##### 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: 178662  99.37%
# Correctly spam:     198961  80.18%
# False positives:      1131  0.63%
# False negatives:     49170  19.82%
# TCR(l=50): 2.347058  SpamRecall: 80.184%  SpamPrec: 99.435%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22435  99.38%
# Correctly spam:      24744  79.93%
# False positives:       139  0.62%
# False negatives:      6215  20.07%
# TCR(l=50): 2.351614  SpamRecall: 79.925%  SpamPrec: 99.441%