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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 826327  37.566%  (99.325% of non-spam corpus)
# Correctly spam:     1279468  58.167%  (93.549% of spam corpus)
# False positives:      5619  0.255%  (0.675% of nonspam, 776778 weighted)
# False negatives:     88233  4.011%  (6.451% of spam, 191350 weighted)
# Average score for spam:  15.9    nonspam: -2.5
# Average for false-pos:   8.4  false-neg: 2.2
# TOTAL:              2199647  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102076  98.43%
# Correctly spam:     159816  93.51%
# False positives:      1629  1.57%
# False negatives:     11093  6.49%
# TCR(l=50): 1.846806  SpamRecall: 93.509%  SpamPrec: 98.991%

##### 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: 828022  99.53%
# Correctly spam:     1048272  76.64%
# False positives:      3924  0.47%
# False negatives:    319429  23.36%
# TCR(l=50): 2.652490  SpamRecall: 76.645%  SpamPrec: 99.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103228  99.54%
# Correctly spam:     130918  76.60%
# False positives:       477  0.46%
# False negatives:     39991  23.40%
# TCR(l=50): 2.677104  SpamRecall: 76.601%  SpamPrec: 99.637%