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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129306  11.003%  (99.268% of non-spam corpus)
# Correctly spam:     996965  84.832%  (95.407% of spam corpus)
# False positives:       953  0.081%  (0.732% of nonspam, 589740 weighted)
# False negatives:     47996  4.084%  (4.593% of spam,  91455 weighted)
# Average score for spam:  13.4    nonspam: -0.9
# Average for false-pos:   7.7  false-neg: 1.9
# TOTAL:              1175220  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16233  99.30%
# Correctly spam:     124432  95.39%
# False positives:       114  0.70%
# False negatives:      6017  4.61%
# TCR(l=50): 11.133311  SpamRecall: 95.387%  SpamPrec: 99.908%

##### 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: 127931  98.21%
# Correctly spam:     650738  62.27%
# False positives:      2328  1.79%
# False negatives:    394223  37.73%
# TCR(l=50): 2.046443  SpamRecall: 62.274%  SpamPrec: 99.644%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16058  98.23%
# Correctly spam:      81372  62.38%
# False positives:       289  1.77%
# False negatives:     49077  37.62%
# TCR(l=50): 2.053442  SpamRecall: 62.378%  SpamPrec: 99.646%