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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147392  52.078%  (97.603% of non-spam corpus)
# Correctly spam:      93401  33.002%  (70.754% of spam corpus)
# False positives:      3619  1.279%  (2.397% of nonspam,  95098 weighted)
# False negatives:     38608  13.641%  (29.246% of spam,  77847 weighted)
# Average score for spam:  12.2    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              283020  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18461  97.31%
# Correctly spam:      11760  71.02%
# False positives:       510  2.69%
# False negatives:      4799  28.98%
# TCR(l=50): 0.546520  SpamRecall: 71.019%  SpamPrec: 95.844%

##### 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: 147060  97.38%
# Correctly spam:      49155  37.24%
# False positives:      3951  2.62%
# False negatives:     82854  62.76%
# TCR(l=50): 0.470781  SpamRecall: 37.236%  SpamPrec: 92.560%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18468  97.35%
# Correctly spam:       6169  37.25%
# False positives:       503  2.65%
# False negatives:     10390  62.75%
# TCR(l=50): 0.465926  SpamRecall: 37.255%  SpamPrec: 92.461%