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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 865721  47.636%  (97.893% of non-spam corpus)
# Correctly spam:     638696  35.144%  (68.455% of spam corpus)
# False positives:     18631  1.025%  (2.107% of nonspam, 1240108 weighted)
# False negatives:    294320  16.195%  (31.545% of spam, 1003991 weighted)
# Average score for spam:  11.0    nonspam: -1.9
# Average for false-pos:   6.3  false-neg: 3.4
# TOTAL:              1817368  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107993  97.83%
# Correctly spam:      80127  68.81%
# False positives:      2393  2.17%
# False negatives:     36314  31.19%
# TCR(l=50): 0.746589  SpamRecall: 68.813%  SpamPrec: 97.100%

##### 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: 880832  99.60%
# Correctly spam:     423659  45.41%
# False positives:      3520  0.40%
# False negatives:    509357  54.59%
# TCR(l=50): 1.361358  SpamRecall: 45.407%  SpamPrec: 99.176%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 109932  99.59%
# Correctly spam:      53082  45.59%
# False positives:       454  0.41%
# False negatives:     63359  54.41%
# TCR(l=50): 1.353037  SpamRecall: 45.587%  SpamPrec: 99.152%