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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148793  41.223%  (99.237% of non-spam corpus)
# Correctly spam:     205948  57.058%  (97.601% of spam corpus)
# False positives:      1144  0.317%  (0.763% of nonspam, 108248 weighted)
# False negatives:      5063  1.403%  (2.399% of spam,  12160 weighted)
# Average score for spam:  24.4    nonspam: -1.0
# Average for false-pos:   6.7  false-neg: 2.4
# TOTAL:              360948  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18667  99.18%
# Correctly spam:      25813  97.68%
# False positives:       154  0.82%
# False negatives:       614  2.32%
# TCR(l=50): 3.178614  SpamRecall: 97.677%  SpamPrec: 99.407%

##### 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: 149433  99.66%
# Correctly spam:     199557  94.57%
# False positives:       504  0.34%
# False negatives:     11454  5.43%
# TCR(l=50): 5.756834  SpamRecall: 94.572%  SpamPrec: 99.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18749  99.62%
# Correctly spam:      25014  94.65%
# False positives:        72  0.38%
# False negatives:      1413  5.35%
# TCR(l=50): 5.271694  SpamRecall: 94.653%  SpamPrec: 99.713%