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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169078  45.621%  (99.547% of non-spam corpus)
# Correctly spam:     197868  53.390%  (98.557% of spam corpus)
# False positives:       769  0.207%  (0.453% of nonspam,  53880 weighted)
# False negatives:      2897  0.782%  (1.443% of spam,   5936 weighted)
# Average score for spam:  29.7    nonspam: -1.1
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              370612  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21297  99.55%
# Correctly spam:      24736  98.51%
# False positives:        97  0.45%
# False negatives:       375  1.49%
# TCR(l=50): 4.805933  SpamRecall: 98.507%  SpamPrec: 99.609%

##### 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: 169642  99.88%
# Correctly spam:     192284  95.78%
# False positives:       205  0.12%
# False negatives:      8481  4.22%
# TCR(l=50): 10.718328  SpamRecall: 95.776%  SpamPrec: 99.894%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21372  99.90%
# Correctly spam:      24055  95.79%
# False positives:        22  0.10%
# False negatives:      1056  4.21%
# TCR(l=50): 11.647032  SpamRecall: 95.795%  SpamPrec: 99.909%