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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 525624  48.047%  (99.880% of non-spam corpus)
# Correctly spam:     523160  47.822%  (92.151% of spam corpus)
# False positives:       634  0.058%  (0.120% of nonspam,  46510 weighted)
# False negatives:     44562  4.073%  (7.849% of spam,  94595 weighted)
# Average score for spam:  16.7    nonspam: -2.3
# Average for false-pos:   6.8  false-neg: 2.1
# TOTAL:              1093980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65632  99.87%
# Correctly spam:      65222  92.05%
# False positives:        83  0.13%
# False negatives:      5636  7.95%
# TCR(l=50): 7.240752  SpamRecall: 92.046%  SpamPrec: 99.873%

##### 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: 524283  99.62%
# Correctly spam:     422395  74.40%
# False positives:      1975  0.38%
# False negatives:    145327  25.60%
# TCR(l=50): 2.325995  SpamRecall: 74.402%  SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65481  99.64%
# Correctly spam:      52592  74.22%
# False positives:       234  0.36%
# False negatives:     18266  25.78%
# TCR(l=50): 2.364613  SpamRecall: 74.222%  SpamPrec: 99.557%