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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182865  72.636%  (99.506% of non-spam corpus)
# Correctly spam:      27604  10.965%  (40.603% of spam corpus)
# False positives:       907  0.360%  (0.494% of nonspam,  10767 weighted)
# False negatives:     40381  16.040%  (59.397% of spam, 107850 weighted)
# Average score for spam:  5.2    nonspam: 0.9
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              251757  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22959  99.47%
# Correctly spam:       3710  43.26%
# False positives:       122  0.53%
# False negatives:      4867  56.74%
# TCR(l=50): 0.782073  SpamRecall: 43.255%  SpamPrec: 96.816%

##### 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: 181399  98.71%
# Correctly spam:      16997  25.00%
# False positives:      2373  1.29%
# False negatives:     50988  75.00%
# TCR(l=50): 0.400765  SpamRecall: 25.001%  SpamPrec: 87.749%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22771  98.66%
# Correctly spam:       2081  24.26%
# False positives:       310  1.34%
# False negatives:      6496  75.74%
# TCR(l=50): 0.389935  SpamRecall: 24.263%  SpamPrec: 87.035%