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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283877  35.015%  (99.466% of non-spam corpus)
# Correctly spam:     468555  57.794%  (89.193% of spam corpus)
# False positives:      1524  0.188%  (0.534% of nonspam, 209028 weighted)
# False negatives:     56773  7.003%  (10.807% of spam, 132000 weighted)
# Average score for spam:  17.4    nonspam: -2.6
# Average for false-pos:   7.5  false-neg: 2.3
# TOTAL:              810729  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:      58325  88.89%
# False positives:       208  0.58%
# False negatives:      7287  11.11%
# TCR(l=50): 3.709617  SpamRecall: 88.894%  SpamPrec: 99.645%

##### 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:     393214  74.85%
# False positives:      1473  0.52%
# False negatives:    132114  25.15%
# TCR(l=50): 2.553061  SpamRecall: 74.851%  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:      48916  74.55%
# False positives:       181  0.51%
# False negatives:     16696  25.45%
# TCR(l=50): 2.548435  SpamRecall: 74.553%  SpamPrec: 99.631%