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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 569243  51.548%  (99.580% of non-spam corpus)
# Correctly spam:     406481  36.809%  (76.314% of spam corpus)
# False positives:      2402  0.218%  (0.420% of nonspam,  66245 weighted)
# False negatives:    126163  11.425%  (23.686% of spam, 283538 weighted)
# Average score for spam:  12.7    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1104289  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71071  99.63%
# Correctly spam:      50734  76.26%
# False positives:       265  0.37%
# False negatives:     15798  23.74%
# TCR(l=50): 2.290416  SpamRecall: 76.255%  SpamPrec: 99.480%

##### 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: 559536  97.88%
# Correctly spam:     222369  41.75%
# False positives:     12109  2.12%
# False negatives:    310275  58.25%
# TCR(l=50): 0.581664  SpamRecall: 41.748%  SpamPrec: 94.836%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69916  98.01%
# Correctly spam:      27572  41.44%
# False positives:      1420  1.99%
# False negatives:     38960  58.56%
# TCR(l=50): 0.605056  SpamRecall: 41.442%  SpamPrec: 95.102%