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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 348394  52.946%  (99.591% of non-spam corpus)
# Correctly spam:     249984  37.991%  (81.113% of spam corpus)
# False positives:      1431  0.217%  (0.409% of nonspam,  74955 weighted)
# False negatives:     58208  8.846%  (18.887% of spam, 119097 weighted)
# Average score for spam:  10.2    nonspam: 0.2
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              658017  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43422  99.59%
# Correctly spam:      31198  81.14%
# False positives:       179  0.41%
# False negatives:      7251  18.86%
# TCR(l=50): 2.373249  SpamRecall: 81.141%  SpamPrec: 99.430%

##### 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: 348378  99.59%
# Correctly spam:     113063  36.69%
# False positives:      1447  0.41%
# False negatives:    195129  63.31%
# TCR(l=50): 1.152210  SpamRecall: 36.686%  SpamPrec: 98.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43430  99.61%
# Correctly spam:      14036  36.51%
# False positives:       171  0.39%
# False negatives:     24413  63.49%
# TCR(l=50): 1.166429  SpamRecall: 36.506%  SpamPrec: 98.796%