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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 322823  53.435%  (99.773% of non-spam corpus)
# Correctly spam:     242592  40.155%  (86.458% of spam corpus)
# False positives:       733  0.121%  (0.227% of nonspam,  19491 weighted)
# False negatives:     37997  6.289%  (13.542% of spam,  71191 weighted)
# Average score for spam:  12.1    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              604145  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40198  99.76%
# Correctly spam:      30307  86.36%
# False positives:        97  0.24%
# False negatives:      4788  13.64%
# TCR(l=50): 3.641316  SpamRecall: 86.357%  SpamPrec: 99.681%

##### 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: 316435  97.80%
# Correctly spam:     219998  78.41%
# False positives:      7121  2.20%
# False negatives:     60591  21.59%
# TCR(l=50): 0.673455  SpamRecall: 78.406%  SpamPrec: 96.865%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39449  97.90%
# Correctly spam:      27428  78.15%
# False positives:       846  2.10%
# False negatives:      7667  21.85%
# TCR(l=50): 0.702364  SpamRecall: 78.154%  SpamPrec: 97.008%