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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176278  46.067%  (99.781% of non-spam corpus)
# Correctly spam:     179254  46.845%  (87.020% of spam corpus)
# False positives:       387  0.101%  (0.219% of nonspam,  29251 weighted)
# False negatives:     26738  6.987%  (12.980% of spam,  65474 weighted)
# Average score for spam:  14.8    nonspam: -2.5
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              382657  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22165  99.77%
# Correctly spam:      22520  87.32%
# False positives:        52  0.23%
# False negatives:      3271  12.68%
# TCR(l=50): 4.392948  SpamRecall: 87.317%  SpamPrec: 99.770%

##### 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: 175531  99.36%
# Correctly spam:     147607  71.66%
# False positives:      1134  0.64%
# False negatives:     58385  28.34%
# TCR(l=50): 1.789912  SpamRecall: 71.657%  SpamPrec: 99.238%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22075  99.36%
# Correctly spam:      18587  72.07%
# False positives:       142  0.64%
# False negatives:      7204  27.93%
# TCR(l=50): 1.803062  SpamRecall: 72.068%  SpamPrec: 99.242%