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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168282  28.829%  (99.697% of non-spam corpus)
# Correctly spam:     411673  70.526%  (99.216% of spam corpus)
# False positives:       512  0.088%  (0.303% of nonspam,  77242 weighted)
# False negatives:      3253  0.557%  (0.784% of spam,  10741 weighted)
# Average score for spam:  21.6    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.3
# TOTAL:              583720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21193  99.67%
# Correctly spam:      51284  99.19%
# False positives:        70  0.33%
# False negatives:       421  0.81%
# TCR(l=50): 13.186687  SpamRecall: 99.186%  SpamPrec: 99.864%

##### 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: 168652  99.92%
# Correctly spam:     394992  95.20%
# False positives:       142  0.08%
# False negatives:     19934  4.80%
# TCR(l=50): 15.348302  SpamRecall: 95.196%  SpamPrec: 99.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21245  99.92%
# Correctly spam:      49207  95.17%
# False positives:        18  0.08%
# False negatives:      2498  4.83%
# TCR(l=50): 15.216304  SpamRecall: 95.169%  SpamPrec: 99.963%