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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 139822  25.720%  (98.013% of non-spam corpus)
# Correctly spam:     224425  41.282%  (55.969% of spam corpus)
# False positives:      2835  0.521%  (1.987% of nonspam, 237595 weighted)
# False negatives:    176553  32.476%  (44.031% of spam, 681301 weighted)
# Average score for spam:  7.3    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.9
# TOTAL:              543635  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17545  98.01%
# Correctly spam:      27880  55.75%
# False positives:       356  1.99%
# False negatives:     22133  44.25%
# TCR(l=50): 1.252423  SpamRecall: 55.746%  SpamPrec: 98.739%

##### 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: 139163  97.55%
# Correctly spam:     195595  48.78%
# False positives:      3494  2.45%
# False negatives:    205383  51.22%
# TCR(l=50): 1.054975  SpamRecall: 48.779%  SpamPrec: 98.245%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17487  97.69%
# Correctly spam:      24285  48.56%
# False positives:       414  2.31%
# False negatives:     25728  51.44%
# TCR(l=50): 1.077216  SpamRecall: 48.557%  SpamPrec: 98.324%