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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179397  35.589%  (98.711% of non-spam corpus)
# Correctly spam:     274153  54.387%  (85.050% of spam corpus)
# False positives:      2342  0.465%  (1.289% of nonspam, 333801 weighted)
# False negatives:     48190  9.560%  (14.950% of spam, 117143 weighted)
# Average score for spam:  12.0    nonspam: -1.0
# Average for false-pos:   8.0  false-neg: 2.4
# TOTAL:              504082  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22490  98.55%
# Correctly spam:      34349  85.57%
# False positives:       330  1.45%
# False negatives:      5791  14.43%
# TCR(l=50): 1.800727  SpamRecall: 85.573%  SpamPrec: 99.048%

##### 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: 180219  99.16%
# Correctly spam:     162005  50.26%
# False positives:      1520  0.84%
# False negatives:    160338  49.74%
# TCR(l=50): 1.363907  SpamRecall: 50.259%  SpamPrec: 99.070%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22612  99.09%
# Correctly spam:      20374  50.76%
# False positives:       208  0.91%
# False negatives:     19766  49.24%
# TCR(l=50): 1.330637  SpamRecall: 50.757%  SpamPrec: 98.989%