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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194793  28.931%  (95.601% of non-spam corpus)
# Correctly spam:     399246  59.297%  (85.028% of spam corpus)
# False positives:      8963  1.331%  (4.399% of nonspam, 640793 weighted)
# False negatives:     70302  10.441%  (14.972% of spam, 247160 weighted)
# Average score for spam:  9.4    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 3.5
# TOTAL:              673304  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24320  95.41%
# Correctly spam:      49854  85.08%
# False positives:      1169  4.59%
# False negatives:      8740  14.92%
# TCR(l=50): 0.872064  SpamRecall: 85.084%  SpamPrec: 97.709%

##### 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: 196019  96.20%
# Correctly spam:     182977  38.97%
# False positives:      7737  3.80%
# False negatives:    286571  61.03%
# TCR(l=50): 0.697258  SpamRecall: 38.969%  SpamPrec: 95.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24503  96.13%
# Correctly spam:      22650  38.66%
# False positives:       986  3.87%
# False negatives:     35944  61.34%
# TCR(l=50): 0.687368  SpamRecall: 38.656%  SpamPrec: 95.828%