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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173818  39.392%  (99.536% of non-spam corpus)
# Correctly spam:     224047  50.775%  (84.031% of spam corpus)
# False positives:       811  0.184%  (0.464% of nonspam,  76272 weighted)
# False negatives:     42577  9.649%  (15.969% of spam,  87771 weighted)
# Average score for spam:  14.4    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              441253  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21838  99.57%
# Correctly spam:      27960  83.83%
# False positives:        94  0.43%
# False negatives:      5393  16.17%
# TCR(l=50): 3.304568  SpamRecall: 83.831%  SpamPrec: 99.665%

##### 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: 174197  99.75%
# Correctly spam:     150026  56.27%
# False positives:       432  0.25%
# False negatives:    116598  43.73%
# TCR(l=50): 1.929290  SpamRecall: 56.269%  SpamPrec: 99.713%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21890  99.81%
# Correctly spam:      18792  56.34%
# False positives:        42  0.19%
# False negatives:     14561  43.66%
# TCR(l=50): 2.001861  SpamRecall: 56.343%  SpamPrec: 99.777%