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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156667  41.476%  (97.658% of non-spam corpus)
# Correctly spam:     192619  50.994%  (88.639% of spam corpus)
# False positives:      3757  0.995%  (2.342% of nonspam, 168420 weighted)
# False negatives:     24688  6.536%  (11.361% of spam,  57001 weighted)
# Average score for spam:  12.9    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              377731  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19720  97.54%
# Correctly spam:      24138  88.67%
# False positives:       497  2.46%
# False negatives:      3083  11.33%
# TCR(l=50): 0.974510  SpamRecall: 88.674%  SpamPrec: 97.983%

##### 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: 158533  98.82%
# Correctly spam:     142832  65.73%
# False positives:      1891  1.18%
# False negatives:     74475  34.27%
# TCR(l=50): 1.285650  SpamRecall: 65.728%  SpamPrec: 98.693%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19954  98.70%
# Correctly spam:      17870  65.65%
# False positives:       263  1.30%
# False negatives:      9351  34.35%
# TCR(l=50): 1.209768  SpamRecall: 65.648%  SpamPrec: 98.550%