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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168264  29.016%  (99.691% of non-spam corpus)
# Correctly spam:     407766  70.316%  (99.184% of spam corpus)
# False positives:       521  0.090%  (0.309% of nonspam,  78272 weighted)
# False negatives:      3354  0.578%  (0.816% of spam,  11099 weighted)
# Average score for spam:  22.3    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.3
# TOTAL:              579905  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21201  99.71%
# Correctly spam:      50828  99.16%
# False positives:        61  0.29%
# False negatives:       430  0.84%
# TCR(l=50): 14.729310  SpamRecall: 99.161%  SpamPrec: 99.880%

##### 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: 168639  99.91%
# Correctly spam:     391206  95.16%
# False positives:       146  0.09%
# False negatives:     19914  4.84%
# TCR(l=50): 15.106930  SpamRecall: 95.156%  SpamPrec: 99.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21246  99.92%
# Correctly spam:      48779  95.16%
# False positives:        16  0.08%
# False negatives:      2479  4.84%
# TCR(l=50): 15.632205  SpamRecall: 95.164%  SpamPrec: 99.967%