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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 475242  41.886%  (99.579% of non-spam corpus)
# Correctly spam:     508700  44.835%  (77.385% of spam corpus)
# False positives:      2011  0.177%  (0.421% of nonspam,  79742 weighted)
# False negatives:    148664  13.103%  (22.615% of spam, 332526 weighted)
# Average score for spam:  9.7    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1134617  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59304  99.59%
# Correctly spam:      63283  77.19%
# False positives:       244  0.41%
# False negatives:     18703  22.81%
# TCR(l=50): 2.653011  SpamRecall: 77.188%  SpamPrec: 99.616%

##### 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: 461358  96.67%
# Correctly spam:     313084  47.63%
# False positives:     15895  3.33%
# False negatives:    344280  52.37%
# TCR(l=50): 0.577126  SpamRecall: 47.627%  SpamPrec: 95.168%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57585  96.70%
# Correctly spam:      39037  47.61%
# False positives:      1963  3.30%
# False negatives:     42949  52.39%
# TCR(l=50): 0.581053  SpamRecall: 47.614%  SpamPrec: 95.212%