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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 228859  34.886%  (99.354% of non-spam corpus)
# Correctly spam:     347613  52.988%  (81.663% of spam corpus)
# False positives:      1487  0.227%  (0.646% of nonspam, 230369 weighted)
# False negatives:     78057  11.899%  (18.337% of spam, 217701 weighted)
# Average score for spam:  13.8    nonspam: -2.0
# Average for false-pos:   8.4  false-neg: 2.8
# TOTAL:              656016  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28635  99.28%
# Correctly spam:      43345  81.70%
# False positives:       208  0.72%
# False negatives:      9708  18.30%
# TCR(l=50): 2.638403  SpamRecall: 81.701%  SpamPrec: 99.522%

##### 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: 228702  99.29%
# Correctly spam:     254502  59.79%
# False positives:      1644  0.71%
# False negatives:    171168  40.21%
# TCR(l=50): 1.680046  SpamRecall: 59.789%  SpamPrec: 99.358%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28650  99.33%
# Correctly spam:      31798  59.94%
# False positives:       193  0.67%
# False negatives:     21255  40.06%
# TCR(l=50): 1.716648  SpamRecall: 59.936%  SpamPrec: 99.397%