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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125888  28.964%  (98.906% of non-spam corpus)
# Correctly spam:     236456  54.403%  (76.932% of spam corpus)
# False positives:      1392  0.320%  (1.094% of nonspam, 216937 weighted)
# False negatives:     70903  16.313%  (23.068% of spam, 196641 weighted)
# Average score for spam:  10.7    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              434639  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15779  98.80%
# Correctly spam:      29385  76.66%
# False positives:       192  1.20%
# False negatives:      8948  23.34%
# TCR(l=50): 2.066692  SpamRecall: 76.657%  SpamPrec: 99.351%

##### 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: 126471  99.36%
# Correctly spam:     175205  57.00%
# False positives:       809  0.64%
# False negatives:    132154  43.00%
# TCR(l=50): 1.780718  SpamRecall: 57.003%  SpamPrec: 99.540%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15867  99.35%
# Correctly spam:      21696  56.60%
# False positives:       104  0.65%
# False negatives:     16637  43.40%
# TCR(l=50): 1.755415  SpamRecall: 56.599%  SpamPrec: 99.523%