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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 846238  43.703%  (99.836% of non-spam corpus)
# Correctly spam:     858636  44.343%  (78.866% of spam corpus)
# False positives:      1390  0.072%  (0.164% of nonspam,  54450 weighted)
# False negatives:    230086  11.882%  (21.134% of spam, 622541 weighted)
# Average score for spam:  10.1    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              1936350  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105499  99.83%
# Correctly spam:     107480  79.14%
# False positives:       183  0.17%
# False negatives:     28335  20.86%
# TCR(l=50): 3.623183  SpamRecall: 79.137%  SpamPrec: 99.830%

##### 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: 840142  99.12%
# Correctly spam:     655120  60.17%
# False positives:      7486  0.88%
# False negatives:    433602  39.83%
# TCR(l=50): 1.347592  SpamRecall: 60.173%  SpamPrec: 98.870%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104801  99.17%
# Correctly spam:      81952  60.34%
# False positives:       881  0.83%
# False negatives:     53863  39.66%
# TCR(l=50): 1.387099  SpamRecall: 60.341%  SpamPrec: 98.936%