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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134546  11.486%  (99.632% of non-spam corpus)
# Correctly spam:     1032132  88.113%  (99.595% of spam corpus)
# False positives:       497  0.042%  (0.368% of nonspam, 234521 weighted)
# False negatives:      4195  0.358%  (0.405% of spam,  13098 weighted)
# Average score for spam:  23.6    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              1171370  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16850  99.58%
# Correctly spam:     128917  99.65%
# False positives:        71  0.42%
# False negatives:       457  0.35%
# TCR(l=50): 32.286998  SpamRecall: 99.647%  SpamPrec: 99.945%

##### 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: 134472  99.58%
# Correctly spam:     1006878  97.16%
# False positives:       571  0.42%
# False negatives:     29449  2.84%
# TCR(l=50): 17.868015  SpamRecall: 97.158%  SpamPrec: 99.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16852  99.59%
# Correctly spam:     125740  97.19%
# False positives:        69  0.41%
# False negatives:      3634  2.81%
# TCR(l=50): 18.262846  SpamRecall: 97.191%  SpamPrec: 99.945%