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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151668  44.539%  (97.656% of non-spam corpus)
# Correctly spam:      81407  23.906%  (43.952% of spam corpus)
# False positives:      3640  1.069%  (2.344% of nonspam, 127002 weighted)
# False negatives:    103812  30.486%  (56.048% of spam, 377439 weighted)
# Average score for spam:  6.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.6
# TOTAL:              340527  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19017  97.30%
# Correctly spam:      10351  44.54%
# False positives:       527  2.70%
# False negatives:     12891  55.46%
# TCR(l=50): 0.592289  SpamRecall: 44.536%  SpamPrec: 95.155%

##### 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: 151464  97.52%
# Correctly spam:      45306  24.46%
# False positives:      3844  2.48%
# False negatives:    139913  75.54%
# TCR(l=50): 0.557699  SpamRecall: 24.461%  SpamPrec: 92.179%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19023  97.33%
# Correctly spam:       5664  24.37%
# False positives:       521  2.67%
# False negatives:     17578  75.63%
# TCR(l=50): 0.532731  SpamRecall: 24.370%  SpamPrec: 91.576%