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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 136743  14.130%  (99.663% of non-spam corpus)
# Correctly spam:     826520  85.404%  (99.513% of spam corpus)
# False positives:       462  0.048%  (0.337% of nonspam, 179674 weighted)
# False negatives:      4048  0.418%  (0.487% of spam,  13584 weighted)
# Average score for spam:  23.2    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 3.4
# TOTAL:              967773  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17130  99.69%
# Correctly spam:     103033  99.51%
# False positives:        53  0.31%
# False negatives:       507  0.49%
# TCR(l=50): 32.796959  SpamRecall: 99.510%  SpamPrec: 99.949%

##### 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: 136584  99.55%
# Correctly spam:     802475  96.62%
# False positives:       621  0.45%
# False negatives:     28093  3.38%
# TCR(l=50): 14.043386  SpamRecall: 96.618%  SpamPrec: 99.923%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17101  99.52%
# Correctly spam:     100100  96.68%
# False positives:        82  0.48%
# False negatives:      3440  3.32%
# TCR(l=50): 13.732095  SpamRecall: 96.678%  SpamPrec: 99.918%