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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434356  24.889%  (99.650% of non-spam corpus)
# Correctly spam:     1114246  63.848%  (85.104% of spam corpus)
# False positives:      1524  0.087%  (0.350% of nonspam, 132240 weighted)
# False negatives:    195032  11.176%  (14.896% of spam, 525609 weighted)
# Average score for spam:  14.7    nonspam: 0.3
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              1745158  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54139  99.63%
# Correctly spam:     139853  85.47%
# False positives:       199  0.37%
# False negatives:     23774  14.53%
# TCR(l=50): 4.851945  SpamRecall: 85.471%  SpamPrec: 99.858%

##### 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: 428590  98.33%
# Correctly spam:     787414  60.14%
# False positives:      7290  1.67%
# False negatives:    521864  39.86%
# TCR(l=50): 1.477134  SpamRecall: 60.141%  SpamPrec: 99.083%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53479  98.42%
# Correctly spam:      98617  60.27%
# False positives:       859  1.58%
# False negatives:     65010  39.73%
# TCR(l=50): 1.515626  SpamRecall: 60.269%  SpamPrec: 99.136%