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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 365957  27.508%  (95.623% of non-spam corpus)
# Correctly spam:     866538  65.136%  (91.441% of spam corpus)
# False positives:     16751  1.259%  (4.377% of nonspam, 3271815 weighted)
# False negatives:     81107  6.097%  (8.559% of spam, 156110 weighted)
# Average score for spam:  15.4    nonspam: -1.7
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              1330353  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45611  95.61%
# Correctly spam:     108151  91.36%
# False positives:      2094  4.39%
# False negatives:     10227  8.64%
# TCR(l=50): 1.030028  SpamRecall: 91.361%  SpamPrec: 98.101%

##### 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: 380053  99.31%
# Correctly spam:     665514  70.23%
# False positives:      2655  0.69%
# False negatives:    282131  29.77%
# TCR(l=50): 2.284137  SpamRecall: 70.228%  SpamPrec: 99.603%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47343  99.24%
# Correctly spam:      82809  69.95%
# False positives:       362  0.76%
# False negatives:     35569  30.05%
# TCR(l=50): 2.205705  SpamRecall: 69.953%  SpamPrec: 99.565%