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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 392966  50.667%  (99.313% of non-spam corpus)
# Correctly spam:     193173  24.907%  (50.849% of spam corpus)
# False positives:      2717  0.350%  (0.687% of nonspam,  80160 weighted)
# False negatives:    186725  24.075%  (49.151% of spam, 412653 weighted)
# Average score for spam:  5.6    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              775581  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48924  99.12%
# Correctly spam:      24407  51.55%
# False positives:       436  0.88%
# False negatives:     22940  48.45%
# TCR(l=50): 1.058270  SpamRecall: 51.549%  SpamPrec: 98.245%

##### 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: 388784  98.26%
# Correctly spam:     124727  32.83%
# False positives:      6899  1.74%
# False negatives:    255171  67.17%
# TCR(l=50): 0.633036  SpamRecall: 32.832%  SpamPrec: 94.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48543  98.34%
# Correctly spam:      15526  32.79%
# False positives:       817  1.66%
# False negatives:     31821  67.21%
# TCR(l=50): 0.651525  SpamRecall: 32.792%  SpamPrec: 95.001%