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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168280  28.903%  (99.697% of non-spam corpus)
# Correctly spam:     410050  70.429%  (99.183% of spam corpus)
# False positives:       512  0.088%  (0.303% of nonspam,  77556 weighted)
# False negatives:      3377  0.580%  (0.817% of spam,  11241 weighted)
# Average score for spam:  22.0    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.3
# TOTAL:              582219  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21196  99.68%
# Correctly spam:      51132  99.21%
# False positives:        67  0.32%
# False negatives:       406  0.79%
# TCR(l=50): 13.721512  SpamRecall: 99.212%  SpamPrec: 99.869%

##### 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: 168644  99.91%
# Correctly spam:     393418  95.16%
# False positives:       148  0.09%
# False negatives:     20009  4.84%
# TCR(l=50): 15.083622  SpamRecall: 95.160%  SpamPrec: 99.962%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21248  99.93%
# Correctly spam:      49061  95.19%
# False positives:        15  0.07%
# False negatives:      2477  4.81%
# TCR(l=50): 15.970871  SpamRecall: 95.194%  SpamPrec: 99.969%