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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130863  31.836%  (99.411% of non-spam corpus)
# Correctly spam:     234727  57.104%  (84.007% of spam corpus)
# False positives:       775  0.189%  (0.589% of nonspam,  99752 weighted)
# False negatives:     44687  10.871%  (15.993% of spam,  99009 weighted)
# Average score for spam:  13.3    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              411052  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16420  99.41%
# Correctly spam:      29338  83.92%
# False positives:        98  0.59%
# False negatives:      5620  16.08%
# TCR(l=50): 3.323004  SpamRecall: 83.924%  SpamPrec: 99.667%

##### 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: 131229  99.69%
# Correctly spam:     157969  56.54%
# False positives:       409  0.31%
# False negatives:    121445  43.46%
# TCR(l=50): 1.969160  SpamRecall: 56.536%  SpamPrec: 99.742%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16471  99.72%
# Correctly spam:      19569  55.98%
# False positives:        47  0.28%
# False negatives:     15389  44.02%
# TCR(l=50): 1.970686  SpamRecall: 55.979%  SpamPrec: 99.760%