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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 641247  47.917%  (99.840% of non-spam corpus)
# Correctly spam:     627874  46.917%  (90.215% of spam corpus)
# False positives:      1030  0.077%  (0.160% of nonspam,  75796 weighted)
# False negatives:     68104  5.089%  (9.785% of spam, 129338 weighted)
# Average score for spam:  15.6    nonspam: -2.4
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              1338255  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79995  99.82%
# Correctly spam:      78311  90.22%
# False positives:       145  0.18%
# False negatives:      8489  9.78%
# TCR(l=50): 5.514963  SpamRecall: 90.220%  SpamPrec: 99.815%

##### 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: 640274  99.69%
# Correctly spam:     465419  66.87%
# False positives:      2003  0.31%
# False negatives:    230559  33.13%
# TCR(l=50): 2.104503  SpamRecall: 66.873%  SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79875  99.67%
# Correctly spam:      58140  66.98%
# False positives:       265  0.33%
# False negatives:     28660  33.02%
# TCR(l=50): 2.071105  SpamRecall: 66.982%  SpamPrec: 99.546%
