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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 212131  25.535%  (99.700% of non-spam corpus)
# Correctly spam:     544317  65.521%  (88.080% of spam corpus)
# False positives:       638  0.077%  (0.300% of nonspam, 114228 weighted)
# False negatives:     73665  8.867%  (11.920% of spam, 143023 weighted)
# Average score for spam:  16.5    nonspam: -0.7
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              830751  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26544  99.66%
# Correctly spam:      68051  88.16%
# False positives:        91  0.34%
# False negatives:      9142  11.84%
# TCR(l=50): 5.637818  SpamRecall: 88.157%  SpamPrec: 99.866%

##### 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: 210443  98.91%
# Correctly spam:     291796  47.22%
# False positives:      2326  1.09%
# False negatives:    326186  52.78%
# TCR(l=50): 1.396614  SpamRecall: 47.218%  SpamPrec: 99.209%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26347  98.92%
# Correctly spam:      36621  47.44%
# False positives:       288  1.08%
# False negatives:     40572  52.56%
# TCR(l=50): 1.404224  SpamRecall: 47.441%  SpamPrec: 99.220%