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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 248580  49.300%  (99.255% of non-spam corpus)
# Correctly spam:     181562  36.009%  (71.546% of spam corpus)
# False positives:      1867  0.370%  (0.745% of nonspam, 117349 weighted)
# False negatives:     72207  14.321%  (28.454% of spam, 132355 weighted)
# Average score for spam:  9.2    nonspam: 0.4
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              504216  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30992  99.19%
# Correctly spam:      22607  71.34%
# False positives:       252  0.81%
# False negatives:      9081  28.66%
# TCR(l=50): 1.461556  SpamRecall: 71.342%  SpamPrec: 98.898%

##### 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: 249439  99.60%
# Correctly spam:      96531  38.04%
# False positives:      1008  0.40%
# False negatives:    157238  61.96%
# TCR(l=50): 1.222170  SpamRecall: 38.039%  SpamPrec: 98.967%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31139  99.66%
# Correctly spam:      12047  38.02%
# False positives:       105  0.34%
# False negatives:     19641  61.98%
# TCR(l=50): 1.273071  SpamRecall: 38.018%  SpamPrec: 99.136%