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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130726  32.714%  (96.853% of non-spam corpus)
# Correctly spam:     186702  46.722%  (70.552% of spam corpus)
# False positives:      4247  1.063%  (3.147% of nonspam, 254496 weighted)
# False negatives:     77929  19.502%  (29.448% of spam, 180647 weighted)
# Average score for spam:  9.5    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              399604  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16387  96.89%
# Correctly spam:      23266  70.28%
# False positives:       526  3.11%
# False negatives:      9841  29.72%
# TCR(l=50): 0.916051  SpamRecall: 70.275%  SpamPrec: 97.789%

##### 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: 131180  97.19%
# Correctly spam:      59969  22.66%
# False positives:      3793  2.81%
# False negatives:    204662  77.34%
# TCR(l=50): 0.671121  SpamRecall: 22.661%  SpamPrec: 94.051%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16436  97.18%
# Correctly spam:       7498  22.65%
# False positives:       477  2.82%
# False negatives:     25609  77.35%
# TCR(l=50): 0.669383  SpamRecall: 22.648%  SpamPrec: 94.019%