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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 754981  43.820%  (97.788% of non-spam corpus)
# Correctly spam:     870180  50.506%  (91.514% of spam corpus)
# False positives:     17075  0.991%  (2.212% of nonspam, 1654512 weighted)
# False negatives:     80694  4.684%  (8.486% of spam, 154704 weighted)
# Average score for spam:  16.4    nonspam: -2.3
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              1722930  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94130  97.82%
# Correctly spam:     108567  91.41%
# False positives:      2099  2.18%
# False negatives:     10200  8.59%
# TCR(l=50): 1.031411  SpamRecall: 91.412%  SpamPrec: 98.103%

##### 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: 769282  99.64%
# Correctly spam:     666575  70.10%
# False positives:      2774  0.36%
# False negatives:    284299  29.90%
# TCR(l=50): 2.247934  SpamRecall: 70.101%  SpamPrec: 99.586%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95856  99.61%
# Correctly spam:      82939  69.83%
# False positives:       373  0.39%
# False negatives:     35828  30.17%
# TCR(l=50): 2.180091  SpamRecall: 69.833%  SpamPrec: 99.552%