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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120167  12.688%  (99.786% of non-spam corpus)
# Correctly spam:     491147  51.858%  (59.413% of spam corpus)
# False positives:       258  0.027%  (0.214% of nonspam, 126243 weighted)
# False negatives:    335525  35.427%  (40.587% of spam, 1028592 weighted)
# Average score for spam:  8.0    nonspam: -0.2
# Average for false-pos:   7.1  false-neg: 3.1
# TOTAL:              947097  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15081  99.66%
# Correctly spam:      61014  59.20%
# False positives:        51  0.34%
# False negatives:     42043  40.80%
# TCR(l=50): 2.311058  SpamRecall: 59.204%  SpamPrec: 99.916%

##### 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: 120230  99.84%
# Correctly spam:     136668  16.53%
# False positives:       195  0.16%
# False negatives:    690004  83.47%
# TCR(l=50): 1.181375  SpamRecall: 16.532%  SpamPrec: 99.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15103  99.81%
# Correctly spam:      16901  16.40%
# False positives:        29  0.19%
# False negatives:     86156  83.60%
# TCR(l=50): 1.176369  SpamRecall: 16.400%  SpamPrec: 99.829%