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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176121  23.234%  (99.657% of non-spam corpus)
# Correctly spam:     528051  69.660%  (90.838% of spam corpus)
# False positives:       606  0.080%  (0.343% of nonspam, 132371 weighted)
# False negatives:     53258  7.026%  (9.162% of spam, 114147 weighted)
# Average score for spam:  19.7    nonspam: -0.9
# Average for false-pos:   6.6  false-neg: 2.1
# TOTAL:              758036  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22139  99.62%
# Correctly spam:      65957  90.96%
# False positives:        85  0.38%
# False negatives:      6559  9.04%
# TCR(l=50): 6.708854  SpamRecall: 90.955%  SpamPrec: 99.871%

##### 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: 174362  98.66%
# Correctly spam:     429323  73.85%
# False positives:      2365  1.34%
# False negatives:    151986  26.15%
# TCR(l=50): 2.151116  SpamRecall: 73.855%  SpamPrec: 99.452%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21942  98.73%
# Correctly spam:      53745  74.11%
# False positives:       282  1.27%
# False negatives:     18771  25.89%
# TCR(l=50): 2.206078  SpamRecall: 74.115%  SpamPrec: 99.478%