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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 358928  49.014%  (99.742% of non-spam corpus)
# Correctly spam:     290243  39.634%  (77.929% of spam corpus)
# False positives:       928  0.127%  (0.258% of nonspam,  29313 weighted)
# False negatives:     82201  11.225%  (22.071% of spam, 137096 weighted)
# Average score for spam:  10.7    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              732300  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44702  99.70%
# Correctly spam:      35924  77.45%
# False positives:       133  0.30%
# False negatives:     10457  22.55%
# TCR(l=50): 2.711229  SpamRecall: 77.454%  SpamPrec: 99.631%

##### 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: 352259  97.89%
# Correctly spam:     250060  67.14%
# False positives:      7597  2.11%
# False negatives:    122384  32.86%
# TCR(l=50): 0.741575  SpamRecall: 67.140%  SpamPrec: 97.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43840  97.78%
# Correctly spam:      31159  67.18%
# False positives:       995  2.22%
# False negatives:     15222  32.82%
# TCR(l=50): 0.713861  SpamRecall: 67.181%  SpamPrec: 96.906%