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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 347626  48.259%  (99.771% of non-spam corpus)
# Correctly spam:     293415  40.733%  (78.893% of spam corpus)
# False positives:       799  0.111%  (0.229% of nonspam,  26856 weighted)
# False negatives:     78500  10.898%  (21.107% of spam, 132257 weighted)
# Average score for spam:  10.7    nonspam: 0.4
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              720340  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43317  99.70%
# Correctly spam:      36337  78.48%
# False positives:       131  0.30%
# False negatives:      9966  21.52%
# TCR(l=50): 2.803524  SpamRecall: 78.477%  SpamPrec: 99.641%

##### 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: 340680  97.78%
# Correctly spam:     255480  68.69%
# False positives:      7745  2.22%
# False negatives:    116435  31.31%
# TCR(l=50): 0.738388  SpamRecall: 68.693%  SpamPrec: 97.058%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42468  97.74%
# Correctly spam:      31880  68.85%
# False positives:       980  2.26%
# False negatives:     14423  31.15%
# TCR(l=50): 0.730066  SpamRecall: 68.851%  SpamPrec: 97.018%