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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176903  16.366%  (99.849% of non-spam corpus)
# Correctly spam:     859985  79.559%  (95.155% of spam corpus)
# False positives:       268  0.025%  (0.151% of nonspam,  84300 weighted)
# False negatives:     43790  4.051%  (4.845% of spam,  88928 weighted)
# Average score for spam:  20.0    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              1080946  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22235  99.85%
# Correctly spam:     107322  95.12%
# False positives:        33  0.15%
# False negatives:      5508  4.88%
# TCR(l=50): 15.762783  SpamRecall: 95.118%  SpamPrec: 99.969%

##### 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: 174918  98.73%
# Correctly spam:     685102  75.80%
# False positives:      2253  1.27%
# False negatives:    218673  24.20%
# TCR(l=50): 2.727776  SpamRecall: 75.804%  SpamPrec: 99.672%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21975  98.68%
# Correctly spam:      85359  75.65%
# False positives:       293  1.32%
# False negatives:     27471  24.35%
# TCR(l=50): 2.678711  SpamRecall: 75.653%  SpamPrec: 99.658%