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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164636  40.999%  (99.305% of non-spam corpus)
# Correctly spam:     189495  47.190%  (80.373% of spam corpus)
# False positives:      1152  0.287%  (0.695% of nonspam, 104426 weighted)
# False negatives:     46275  11.524%  (19.627% of spam, 161513 weighted)
# Average score for spam:  9.1    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 3.5
# TOTAL:              401558  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20738  99.32%
# Correctly spam:      23675  80.22%
# False positives:       142  0.68%
# False negatives:      5838  19.78%
# TCR(l=50): 2.281110  SpamRecall: 80.219%  SpamPrec: 99.404%

##### 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: 165165  99.62%
# Correctly spam:      85813  36.40%
# False positives:       623  0.38%
# False negatives:    149957  63.60%
# TCR(l=50): 1.301827  SpamRecall: 36.397%  SpamPrec: 99.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20811  99.67%
# Correctly spam:      10806  36.61%
# False positives:        69  0.33%
# False negatives:     18707  63.39%
# TCR(l=50): 1.331994  SpamRecall: 36.614%  SpamPrec: 99.366%