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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283863  35.016%  (99.461% of non-spam corpus)
# Correctly spam:     468817  57.832%  (89.254% of spam corpus)
# False positives:      1538  0.190%  (0.539% of nonspam, 210399 weighted)
# False negatives:     56442  6.962%  (10.746% of spam, 130536 weighted)
# Average score for spam:  17.4    nonspam: -2.6
# Average for false-pos:   7.4  false-neg: 2.3
# TOTAL:              810660  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35473  99.42%
# Correctly spam:      58523  89.21%
# False positives:       208  0.58%
# False negatives:      7081  10.79%
# TCR(l=50): 3.752875  SpamRecall: 89.206%  SpamPrec: 99.646%

##### 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: 283928  99.48%
# Correctly spam:     393132  74.85%
# False positives:      1473  0.52%
# False negatives:    132127  25.15%
# TCR(l=50): 2.552564  SpamRecall: 74.845%  SpamPrec: 99.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35500  99.49%
# Correctly spam:      48918  74.57%
# False positives:       181  0.51%
# False negatives:     16686  25.43%
# TCR(l=50): 2.549114  SpamRecall: 74.566%  SpamPrec: 99.631%