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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 323182  53.622%  (99.616% of non-spam corpus)
# Correctly spam:     170338  28.262%  (61.212% of spam corpus)
# False positives:      1246  0.207%  (0.384% of nonspam,  65199 weighted)
# False negatives:    107938  17.909%  (38.788% of spam, 209563 weighted)
# Average score for spam:  7.7    nonspam: -0.0
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              602704  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40264  99.61%
# Correctly spam:      21295  61.19%
# False positives:       159  0.39%
# False negatives:     13508  38.81%
# TCR(l=50): 1.621913  SpamRecall: 61.187%  SpamPrec: 99.259%

##### 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: 323416  99.69%
# Correctly spam:      84023  30.19%
# False positives:      1012  0.31%
# False negatives:    194253  69.81%
# TCR(l=50): 1.136502  SpamRecall: 30.194%  SpamPrec: 98.810%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40286  99.66%
# Correctly spam:      10500  30.17%
# False positives:       137  0.34%
# False negatives:     24303  69.83%
# TCR(l=50): 1.117164  SpamRecall: 30.170%  SpamPrec: 98.712%