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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160284  50.864%  (99.631% of non-spam corpus)
# Correctly spam:     130533  41.423%  (84.627% of spam corpus)
# False positives:       594  0.188%  (0.369% of nonspam,  34511 weighted)
# False negatives:     23713  7.525%  (15.373% of spam,  55892 weighted)
# Average score for spam:  14.2    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              315124  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20197  99.59%
# Correctly spam:      16357  84.30%
# False positives:        83  0.41%
# False negatives:      3047  15.70%
# TCR(l=50): 2.696123  SpamRecall: 84.297%  SpamPrec: 99.495%

##### 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: 160182  99.57%
# Correctly spam:      80923  52.46%
# False positives:       696  0.43%
# False negatives:     73323  47.54%
# TCR(l=50): 1.426579  SpamRecall: 52.464%  SpamPrec: 99.147%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20174  99.48%
# Correctly spam:      10261  52.88%
# False positives:       106  0.52%
# False negatives:      9143  47.12%
# TCR(l=50): 1.343488  SpamRecall: 52.881%  SpamPrec: 98.978%