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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 221527  44.628%  (95.977% of non-spam corpus)
# Correctly spam:      98310  19.805%  (37.017% of spam corpus)
# False positives:      9286  1.871%  (4.023% of nonspam, 312507 weighted)
# False negatives:    167268  33.697%  (62.983% of spam, 417988 weighted)
# Average score for spam:  4.5    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              496391  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27569  95.37%
# Correctly spam:      12497  37.61%
# False positives:      1337  4.63%
# False negatives:     20728  62.39%
# TCR(l=50): 0.379376  SpamRecall: 37.613%  SpamPrec: 90.335%

##### 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: 221438  95.94%
# Correctly spam:      68870  25.93%
# False positives:      9375  4.06%
# False negatives:    196708  74.07%
# TCR(l=50): 0.399091  SpamRecall: 25.932%  SpamPrec: 88.018%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27662  95.70%
# Correctly spam:       8786  26.44%
# False positives:      1244  4.30%
# False negatives:     24439  73.56%
# TCR(l=50): 0.383488  SpamRecall: 26.444%  SpamPrec: 87.597%