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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157844  45.594%  (99.701% of non-spam corpus)
# Correctly spam:     185143  53.480%  (98.545% of spam corpus)
# False positives:       474  0.137%  (0.299% of nonspam,  34426 weighted)
# False negatives:      2733  0.789%  (1.455% of spam,   7354 weighted)
# Average score for spam:  26.7    nonspam: -1.5
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              346194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19874  99.67%
# Correctly spam:      23249  98.65%
# False positives:        65  0.33%
# False negatives:       318  1.35%
# TCR(l=50): 6.605101  SpamRecall: 98.651%  SpamPrec: 99.721%

##### 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: 158087  99.85%
# Correctly spam:     180532  96.09%
# False positives:       231  0.15%
# False negatives:      7344  3.91%
# TCR(l=50): 9.943686  SpamRecall: 96.091%  SpamPrec: 99.872%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19905  99.83%
# Correctly spam:      22669  96.19%
# False positives:        34  0.17%
# False negatives:       898  3.81%
# TCR(l=50): 9.071209  SpamRecall: 96.190%  SpamPrec: 99.850%