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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 208954  20.890%  (97.696% of non-spam corpus)
# Correctly spam:     422242  42.213%  (53.694% of spam corpus)
# False positives:      4927  0.493%  (2.304% of nonspam, 531584 weighted)
# False negatives:    364144  36.405%  (46.306% of spam, 834190 weighted)
# Average score for spam:  5.6    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1000267  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26166  97.69%
# Correctly spam:      52766  53.85%
# False positives:       619  2.31%
# False negatives:     45223  46.15%
# TCR(l=50): 1.286401  SpamRecall: 53.849%  SpamPrec: 98.840%

##### 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: 209240  97.83%
# Correctly spam:     352543  44.83%
# False positives:      4641  2.17%
# False negatives:    433843  55.17%
# TCR(l=50): 1.180949  SpamRecall: 44.831%  SpamPrec: 98.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26210  97.85%
# Correctly spam:      43943  44.84%
# False positives:       575  2.15%
# False negatives:     54046  55.16%
# TCR(l=50): 1.183499  SpamRecall: 44.845%  SpamPrec: 98.708%