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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283735  54.474%  (99.672% of non-spam corpus)
# Correctly spam:     193265  37.105%  (81.826% of spam corpus)
# False positives:       933  0.179%  (0.328% of nonspam,  53248 weighted)
# False negatives:     42926  8.241%  (18.174% of spam,  85407 weighted)
# Average score for spam:  16.0    nonspam: -0.8
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              520859  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35477  99.64%
# Correctly spam:      24310  82.26%
# False positives:       129  0.36%
# False negatives:      5244  17.74%
# TCR(l=50): 2.527279  SpamRecall: 82.256%  SpamPrec: 99.472%

##### 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: 283513  99.59%
# Correctly spam:     157606  66.73%
# False positives:      1155  0.41%
# False negatives:     78585  33.27%
# TCR(l=50): 1.732431  SpamRecall: 66.728%  SpamPrec: 99.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35450  99.56%
# Correctly spam:      19812  67.04%
# False positives:       156  0.44%
# False negatives:      9742  32.96%
# TCR(l=50): 1.684757  SpamRecall: 67.037%  SpamPrec: 99.219%