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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 204162  25.059%  (99.429% of non-spam corpus)
# Correctly spam:     493699  60.597%  (81.015% of spam corpus)
# False positives:      1173  0.144%  (0.571% of nonspam, 104226 weighted)
# False negatives:    115696  14.201%  (18.985% of spam, 250182 weighted)
# Average score for spam:  12.9    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              814730  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25553  99.42%
# Correctly spam:      61633  80.95%
# False positives:       149  0.58%
# False negatives:     14508  19.05%
# TCR(l=50): 3.467574  SpamRecall: 80.946%  SpamPrec: 99.759%

##### 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: 194826  94.88%
# Correctly spam:     251428  41.26%
# False positives:     10509  5.12%
# False negatives:    357967  58.74%
# TCR(l=50): 0.689816  SpamRecall: 41.259%  SpamPrec: 95.988%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24385  94.88%
# Correctly spam:      31566  41.46%
# False positives:      1317  5.12%
# False negatives:     44575  58.54%
# TCR(l=50): 0.689527  SpamRecall: 41.457%  SpamPrec: 95.995%