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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164699  55.178%  (99.649% of non-spam corpus)
# Correctly spam:     132115  44.261%  (99.178% of spam corpus)
# False positives:       580  0.194%  (0.351% of nonspam,  29123 weighted)
# False negatives:      1095  0.367%  (0.822% of spam,   2779 weighted)
# Average score for spam:  24.4    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              298489  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20707  99.54%
# Correctly spam:      16554  99.16%
# False positives:        96  0.46%
# False negatives:       141  0.84%
# TCR(l=50): 3.378871  SpamRecall: 99.155%  SpamPrec: 99.423%

##### 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: 165068  99.87%
# Correctly spam:     126882  95.25%
# False positives:       211  0.13%
# False negatives:      6328  4.75%
# TCR(l=50): 7.892523  SpamRecall: 95.250%  SpamPrec: 99.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20777  99.88%
# Correctly spam:      15942  95.49%
# False positives:        26  0.12%
# False negatives:       753  4.51%
# TCR(l=50): 8.132002  SpamRecall: 95.490%  SpamPrec: 99.837%