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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126793  36.048%  (98.873% of non-spam corpus)
# Correctly spam:     190438  54.143%  (85.210% of spam corpus)
# False positives:      1445  0.411%  (1.127% of nonspam, 204745 weighted)
# False negatives:     33055  9.398%  (14.790% of spam,  73332 weighted)
# Average score for spam:  12.6    nonspam: 0.1
# Average for false-pos:   8.1  false-neg: 2.2
# TOTAL:              351731  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15912  98.76%
# Correctly spam:      23842  85.22%
# False positives:       200  1.24%
# False negatives:      4134  14.78%
# TCR(l=50): 1.979341  SpamRecall: 85.223%  SpamPrec: 99.168%

##### 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: 126883  98.94%
# Correctly spam:     138962  62.18%
# False positives:      1355  1.06%
# False negatives:     84531  37.82%
# TCR(l=50): 1.467635  SpamRecall: 62.177%  SpamPrec: 99.034%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15939  98.93%
# Correctly spam:      17452  62.38%
# False positives:       173  1.07%
# False negatives:     10524  37.62%
# TCR(l=50): 1.459059  SpamRecall: 62.382%  SpamPrec: 99.018%