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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156973  50.144%  (99.581% of non-spam corpus)
# Correctly spam:     120264  38.417%  (77.383% of spam corpus)
# False positives:       661  0.211%  (0.419% of nonspam,  41941 weighted)
# False negatives:     35149  11.228%  (22.617% of spam,  76155 weighted)
# Average score for spam:  12.2    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              313047  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19763  99.58%
# Correctly spam:      15182  77.64%
# False positives:        84  0.42%
# False negatives:      4373  22.36%
# TCR(l=50): 2.280998  SpamRecall: 77.637%  SpamPrec: 99.450%

##### 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: 157372  99.83%
# Correctly spam:      93302  60.03%
# False positives:       262  0.17%
# False negatives:     62111  39.97%
# TCR(l=50): 2.066360  SpamRecall: 60.035%  SpamPrec: 99.720%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19810  99.81%
# Correctly spam:      11731  59.99%
# False positives:        37  0.19%
# False negatives:      7824  40.01%
# TCR(l=50): 2.021398  SpamRecall: 59.990%  SpamPrec: 99.686%