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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 218196  28.703%  (99.663% of non-spam corpus)
# Correctly spam:     472350  62.136%  (87.269% of spam corpus)
# False positives:       738  0.097%  (0.337% of nonspam, 129966 weighted)
# False negatives:     68908  9.065%  (12.731% of spam, 131637 weighted)
# Average score for spam:  17.7    nonspam: -0.7
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              760192  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27307  99.65%
# Correctly spam:      59060  87.35%
# False positives:        97  0.35%
# False negatives:      8552  12.65%
# TCR(l=50): 5.044919  SpamRecall: 87.351%  SpamPrec: 99.836%

##### 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: 216388  98.84%
# Correctly spam:     257985  47.66%
# False positives:      2546  1.16%
# False negatives:    283273  52.34%
# TCR(l=50): 1.318299  SpamRecall: 47.664%  SpamPrec: 99.023%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27107  98.92%
# Correctly spam:      32098  47.47%
# False positives:       297  1.08%
# False negatives:     35514  52.53%
# TCR(l=50): 1.342467  SpamRecall: 47.474%  SpamPrec: 99.083%