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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171773  21.202%  (99.537% of non-spam corpus)
# Correctly spam:     270477  33.385%  (42.422% of spam corpus)
# False positives:       799  0.099%  (0.463% of nonspam, 182130 weighted)
# False negatives:    367116  45.314%  (57.578% of spam, 889098 weighted)
# Average score for spam:  6.4    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              810165  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21595  99.47%
# Correctly spam:      33730  42.39%
# False positives:       114  0.53%
# False negatives:     45840  57.61%
# TCR(l=50): 1.543849  SpamRecall: 42.390%  SpamPrec: 99.663%

##### 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: 172104  99.73%
# Correctly spam:     129065  20.24%
# False positives:       468  0.27%
# False negatives:    508528  79.76%
# TCR(l=50): 1.198645  SpamRecall: 20.243%  SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21659  99.77%
# Correctly spam:      15993  20.10%
# False positives:        50  0.23%
# False negatives:     63577  79.90%
# TCR(l=50): 1.204201  SpamRecall: 20.099%  SpamPrec: 99.688%