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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283757  54.478%  (99.680% of non-spam corpus)
# Correctly spam:     193121  37.077%  (81.763% of spam corpus)
# False positives:       911  0.175%  (0.320% of nonspam,  52304 weighted)
# False negatives:     43075  8.270%  (18.237% of spam,  86050 weighted)
# Average score for spam:  16.0    nonspam: -0.8
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              520864  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35487  99.67%
# Correctly spam:      24294  82.20%
# False positives:       119  0.33%
# False negatives:      5260  17.80%
# TCR(l=50): 2.636396  SpamRecall: 82.202%  SpamPrec: 99.513%

##### 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: 283513  99.59%
# Correctly spam:     157592  66.72%
# False positives:      1155  0.41%
# False negatives:     78604  33.28%
# TCR(l=50): 1.732226  SpamRecall: 66.721%  SpamPrec: 99.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35450  99.56%
# Correctly spam:      19811  67.03%
# False positives:       156  0.44%
# False negatives:      9743  32.97%
# TCR(l=50): 1.684661  SpamRecall: 67.033%  SpamPrec: 99.219%