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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160656  29.174%  (97.740% of non-spam corpus)
# Correctly spam:     343135  62.311%  (88.823% of spam corpus)
# False positives:      3714  0.674%  (2.260% of nonspam, 263051 weighted)
# False negatives:     43179  7.841%  (11.177% of spam, 131604 weighted)
# Average score for spam:  9.7    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              550684  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20236  97.76%
# Correctly spam:      42820  89.00%
# False positives:       463  2.24%
# False negatives:      5291  11.00%
# TCR(l=50): 1.691607  SpamRecall: 89.003%  SpamPrec: 98.930%

##### 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: 160586  97.70%
# Correctly spam:     232211  60.11%
# False positives:      3784  2.30%
# False negatives:    154103  39.89%
# TCR(l=50): 1.125286  SpamRecall: 60.109%  SpamPrec: 98.397%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20248  97.82%
# Correctly spam:      28886  60.04%
# False positives:       451  2.18%
# False negatives:     19225  39.96%
# TCR(l=50): 1.151670  SpamRecall: 60.040%  SpamPrec: 98.463%