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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 203043  18.479%  (97.468% of non-spam corpus)
# Correctly spam:     530374  48.269%  (59.561% of spam corpus)
# False positives:      5274  0.480%  (2.532% of nonspam, 651561 weighted)
# False negatives:    360099  32.772%  (40.439% of spam, 825793 weighted)
# Average score for spam:  6.1    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1098790  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25397  97.30%
# Correctly spam:      66343  59.65%
# False positives:       705  2.70%
# False negatives:     44874  40.35%
# TCR(l=50): 1.388061  SpamRecall: 59.652%  SpamPrec: 98.949%

##### 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: 203436  97.66%
# Correctly spam:     419748  47.14%
# False positives:      4881  2.34%
# False negatives:    470725  52.86%
# TCR(l=50): 1.245809  SpamRecall: 47.138%  SpamPrec: 98.851%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25460  97.54%
# Correctly spam:      52267  47.00%
# False positives:       642  2.46%
# False negatives:     58950  53.00%
# TCR(l=50): 1.221494  SpamRecall: 46.996%  SpamPrec: 98.787%