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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172674  28.035%  (99.547% of non-spam corpus)
# Correctly spam:     265599  43.122%  (60.027% of spam corpus)
# False positives:       786  0.128%  (0.453% of nonspam, 125832 weighted)
# False negatives:    176870  28.716%  (39.973% of spam, 407555 weighted)
# Average score for spam:  7.1    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              615929  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21717  99.62%
# Correctly spam:      33196  60.19%
# False positives:        83  0.38%
# False negatives:     21956  39.81%
# TCR(l=50): 2.112618  SpamRecall: 60.190%  SpamPrec: 99.751%

##### 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: 173029  99.75%
# Correctly spam:      95945  21.68%
# False positives:       431  0.25%
# False negatives:    346524  78.32%
# TCR(l=50): 1.202120  SpamRecall: 21.684%  SpamPrec: 99.553%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21761  99.82%
# Correctly spam:      11962  21.69%
# False positives:        39  0.18%
# False negatives:     43190  78.31%
# TCR(l=50): 1.221799  SpamRecall: 21.689%  SpamPrec: 99.675%