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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 245862  41.313%  (99.641% of non-spam corpus)
# Correctly spam:     309185  51.953%  (88.752% of spam corpus)
# False positives:       887  0.149%  (0.359% of nonspam,  80598 weighted)
# False negatives:     39186  6.585%  (11.248% of spam,  69703 weighted)
# Average score for spam:  20.8    nonspam: -0.8
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              595120  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30677  99.59%
# Correctly spam:      38516  88.67%
# False positives:       127  0.41%
# False negatives:      4923  11.33%
# TCR(l=50): 3.853366  SpamRecall: 88.667%  SpamPrec: 99.671%

##### 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: 246234  99.79%
# Correctly spam:     254650  73.10%
# False positives:       515  0.21%
# False negatives:     93721  26.90%
# TCR(l=50): 2.915946  SpamRecall: 73.097%  SpamPrec: 99.798%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30736  99.78%
# Correctly spam:      31829  73.27%
# False positives:        68  0.22%
# False negatives:     11610  26.73%
# TCR(l=50): 2.894004  SpamRecall: 73.273%  SpamPrec: 99.787%