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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179118  30.063%  (99.646% of non-spam corpus)
# Correctly spam:     412695  69.265%  (99.191% of spam corpus)
# False positives:       636  0.107%  (0.354% of nonspam,  90169 weighted)
# False negatives:      3368  0.565%  (0.809% of spam,  10983 weighted)
# Average score for spam:  22.1    nonspam: -1.0
# Average for false-pos:   6.1  false-neg: 3.3
# TOTAL:              595817  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22498  99.68%
# Correctly spam:      51411  99.20%
# False positives:        72  0.32%
# False negatives:       413  0.80%
# TCR(l=50): 12.914029  SpamRecall: 99.203%  SpamPrec: 99.860%

##### 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: 179523  99.87%
# Correctly spam:     395901  95.15%
# False positives:       231  0.13%
# False negatives:     20162  4.85%
# TCR(l=50): 13.120049  SpamRecall: 95.154%  SpamPrec: 99.942%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.95%
# Correctly spam:      49331  95.19%
# False positives:        12  0.05%
# False negatives:      2493  4.81%
# TCR(l=50): 16.755254  SpamRecall: 95.189%  SpamPrec: 99.976%