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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152620  47.598%  (99.605% of non-spam corpus)
# Correctly spam:     136076  42.438%  (81.278% of spam corpus)
# False positives:       605  0.189%  (0.395% of nonspam,  40592 weighted)
# False negatives:     31345  9.776%  (18.722% of spam,  74832 weighted)
# Average score for spam:  13.0    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              320646  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19196  99.60%
# Correctly spam:      17222  81.70%
# False positives:        78  0.40%
# False negatives:      3857  18.30%
# TCR(l=50): 2.717417  SpamRecall: 81.702%  SpamPrec: 99.549%

##### 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: 152103  99.27%
# Correctly spam:      83779  50.04%
# False positives:      1122  0.73%
# False negatives:     83642  49.96%
# TCR(l=50): 1.198072  SpamRecall: 50.041%  SpamPrec: 98.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19110  99.15%
# Correctly spam:      10635  50.45%
# False positives:       164  0.85%
# False negatives:     10444  49.55%
# TCR(l=50): 1.130605  SpamRecall: 50.453%  SpamPrec: 98.481%