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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557326  68.571%  (99.907% of non-spam corpus)
# Correctly spam:     222541  27.380%  (87.296% of spam corpus)
# False positives:       520  0.064%  (0.093% of nonspam,  15145 weighted)
# False negatives:     32386  3.985%  (12.704% of spam,  56613 weighted)
# Average score for spam:  17.6    nonspam: -2.9
# Average for false-pos:   6.4  false-neg: 1.7
# TOTAL:              812773  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69537  99.79%
# Correctly spam:      27719  87.04%
# False positives:       147  0.21%
# False negatives:      4129  12.96%
# TCR(l=50): 2.774458  SpamRecall: 87.035%  SpamPrec: 99.472%

##### 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: 555901  99.65%
# Correctly spam:     164941  64.70%
# False positives:      1945  0.35%
# False negatives:     89986  35.30%
# TCR(l=50): 1.361528  SpamRecall: 64.701%  SpamPrec: 98.835%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69433  99.64%
# Correctly spam:      20487  64.33%
# False positives:       251  0.36%
# False negatives:     11361  35.67%
# TCR(l=50): 1.331939  SpamRecall: 64.327%  SpamPrec: 98.790%