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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 532477  45.019%  (99.668% of non-spam corpus)
# Correctly spam:     502762  42.507%  (77.524% of spam corpus)
# False positives:      1773  0.150%  (0.332% of nonspam,  63490 weighted)
# False negatives:    145763  12.324%  (22.476% of spam, 330471 weighted)
# Average score for spam:  11.0    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1182775  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66489  99.66%
# Correctly spam:      62992  77.86%
# False positives:       228  0.34%
# False negatives:     17910  22.14%
# TCR(l=50): 2.760218  SpamRecall: 77.862%  SpamPrec: 99.639%

##### 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: 518882  97.12%
# Correctly spam:     286632  44.20%
# False positives:     15368  2.88%
# False negatives:    361893  55.80%
# TCR(l=50): 0.573767  SpamRecall: 44.198%  SpamPrec: 94.911%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64841  97.19%
# Correctly spam:      35943  44.43%
# False positives:      1876  2.81%
# False negatives:     44959  55.57%
# TCR(l=50): 0.583040  SpamRecall: 44.428%  SpamPrec: 95.040%