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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155720  26.341%  (97.719% of non-spam corpus)
# Correctly spam:     211493  35.775%  (48.977% of spam corpus)
# False positives:      3635  0.615%  (2.281% of nonspam, 295029 weighted)
# False negatives:    220325  37.269%  (51.023% of spam, 799577 weighted)
# Average score for spam:  7.5    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 3.6
# TOTAL:              591173  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19612  97.72%
# Correctly spam:      26429  49.10%
# False positives:       457  2.28%
# False negatives:     27398  50.90%
# TCR(l=50): 1.071227  SpamRecall: 49.100%  SpamPrec: 98.300%

##### 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: 155245  97.42%
# Correctly spam:      89983  20.84%
# False positives:      4110  2.58%
# False negatives:    341835  79.16%
# TCR(l=50): 0.788946  SpamRecall: 20.838%  SpamPrec: 95.632%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19567  97.50%
# Correctly spam:      11257  20.91%
# False positives:       502  2.50%
# False negatives:     42570  79.09%
# TCR(l=50): 0.795434  SpamRecall: 20.913%  SpamPrec: 95.731%