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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196709  15.252%  (97.543% of non-spam corpus)
# Correctly spam:     639828  49.608%  (58.802% of spam corpus)
# False positives:      4955  0.384%  (2.457% of nonspam, 770936 weighted)
# False negatives:    448275  34.756%  (41.198% of spam, 1130710 weighted)
# Average score for spam:  5.9    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1289767  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24573  97.45%
# Correctly spam:      80000  58.94%
# False positives:       642  2.55%
# False negatives:     55740  41.06%
# TCR(l=50): 1.545310  SpamRecall: 58.936%  SpamPrec: 99.204%

##### 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: 197063  97.72%
# Correctly spam:     517564  47.57%
# False positives:      4601  2.28%
# False negatives:    570539  52.43%
# TCR(l=50): 1.359128  SpamRecall: 47.566%  SpamPrec: 99.119%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24634  97.70%
# Correctly spam:      64355  47.41%
# False positives:       581  2.30%
# False negatives:     71385  52.59%
# TCR(l=50): 1.351521  SpamRecall: 47.410%  SpamPrec: 99.105%