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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140317  22.604%  (98.074% of non-spam corpus)
# Correctly spam:     302348  48.705%  (63.293% of spam corpus)
# False positives:      2755  0.444%  (1.926% of nonspam, 274835 weighted)
# False negatives:    175348  28.247%  (36.707% of spam, 668802 weighted)
# Average score for spam:  8.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.8
# TOTAL:              620768  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17592  97.98%
# Correctly spam:      37784  63.39%
# False positives:       362  2.02%
# False negatives:     21820  36.61%
# TCR(l=50): 1.493086  SpamRecall: 63.392%  SpamPrec: 99.051%

##### 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: 139645  97.60%
# Correctly spam:     271146  56.76%
# False positives:      3427  2.40%
# False negatives:    206550  43.24%
# TCR(l=50): 1.264080  SpamRecall: 56.761%  SpamPrec: 98.752%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17533  97.66%
# Correctly spam:      33827  56.75%
# False positives:       421  2.34%
# False negatives:     25777  43.25%
# TCR(l=50): 1.272855  SpamRecall: 56.753%  SpamPrec: 98.771%