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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174784  8.203%  (96.006% of non-spam corpus)
# Correctly spam:     1289403  60.517%  (66.171% of spam corpus)
# False positives:      7272  0.341%  (3.994% of nonspam, 2423920 weighted)
# False negatives:    659199  30.939%  (33.829% of spam, 2034452 weighted)
# Average score for spam:  8.5    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 3.1
# TOTAL:              2130658  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21866  95.63%
# Correctly spam:     161376  66.27%
# False positives:       999  4.37%
# False negatives:     82155  33.73%
# TCR(l=50): 1.843465  SpamRecall: 66.265%  SpamPrec: 99.385%

##### 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: 176264  96.82%
# Correctly spam:     203054  10.42%
# False positives:      5792  3.18%
# False negatives:    1745548  89.58%
# TCR(l=50): 0.957474  SpamRecall: 10.420%  SpamPrec: 97.227%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22085  96.59%
# Correctly spam:      25443  10.45%
# False positives:       780  3.41%
# False negatives:    218088  89.55%
# TCR(l=50): 0.947267  SpamRecall: 10.448%  SpamPrec: 97.026%