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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121859  21.152%  (98.059% of non-spam corpus)
# Correctly spam:     392423  68.117%  (86.852% of spam corpus)
# False positives:      2412  0.419%  (1.941% of nonspam, 279062 weighted)
# False negatives:     59407  10.312%  (13.148% of spam, 174848 weighted)
# Average score for spam:  13.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              576101  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15259  97.86%
# Correctly spam:      49076  87.10%
# False positives:       334  2.14%
# False negatives:      7266  12.90%
# TCR(l=50): 2.350914  SpamRecall: 87.104%  SpamPrec: 99.324%

##### 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: 122056  98.22%
# Correctly spam:     119361  26.42%
# False positives:      2215  1.78%
# False negatives:    332469  73.58%
# TCR(l=50): 1.019428  SpamRecall: 26.417%  SpamPrec: 98.178%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15287  98.04%
# Correctly spam:      14784  26.24%
# False positives:       306  1.96%
# False negatives:     41558  73.76%
# TCR(l=50): 0.990925  SpamRecall: 26.240%  SpamPrec: 97.972%