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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152756  47.365%  (99.607% of non-spam corpus)
# Correctly spam:     137477  42.627%  (81.276% of spam corpus)
# False positives:       603  0.187%  (0.393% of nonspam,  40320 weighted)
# False negatives:     31672  9.821%  (18.724% of spam,  75555 weighted)
# Average score for spam:  12.9    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              322508  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19213  99.58%
# Correctly spam:      17318  81.29%
# False positives:        82  0.42%
# False negatives:      3986  18.71%
# TCR(l=50): 2.634677  SpamRecall: 81.290%  SpamPrec: 99.529%

##### 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: 152249  99.28%
# Correctly spam:      84924  50.21%
# False positives:      1110  0.72%
# False negatives:     84225  49.79%
# TCR(l=50): 1.210585  SpamRecall: 50.207%  SpamPrec: 98.710%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19128  99.13%
# Correctly spam:      10711  50.28%
# False positives:       167  0.87%
# False negatives:     10593  49.72%
# TCR(l=50): 1.124637  SpamRecall: 50.277%  SpamPrec: 98.465%