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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179363  41.910%  (99.761% of non-spam corpus)
# Correctly spam:     228785  53.458%  (92.184% of spam corpus)
# False positives:       430  0.100%  (0.239% of nonspam,  36957 weighted)
# False negatives:     19397  4.532%  (7.816% of spam,  44897 weighted)
# Average score for spam:  17.1    nonspam: -2.5
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              427975  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:      28546  92.18%
# False positives:        50  0.22%
# False negatives:      2421  7.82%
# TCR(l=50): 6.292827  SpamRecall: 92.182%  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:     198779  80.09%
# False positives:      1131  0.63%
# False negatives:     49403  19.91%
# TCR(l=50): 2.342378  SpamRecall: 80.094%  SpamPrec: 99.434%
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:      24866  80.30%
# False positives:       139  0.62%
# False negatives:      6101  19.70%
# TCR(l=50): 2.372768  SpamRecall: 80.298%  SpamPrec: 99.444%