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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166335  13.505%  (99.264% of non-spam corpus)
# Correctly spam:     998882  81.100%  (93.871% of spam corpus)
# False positives:      1234  0.100%  (0.736% of nonspam, 527557 weighted)
# False negatives:     65215  5.295%  (6.129% of spam, 182438 weighted)
# Average score for spam:  9.3    nonspam: -0.8
# Average for false-pos:   6.7  false-neg: 2.8
# TOTAL:              1231666  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20938  99.27%
# Correctly spam:     124656  93.85%
# False positives:       155  0.73%
# False negatives:      8173  6.15%
# TCR(l=50): 8.341958  SpamRecall: 93.847%  SpamPrec: 99.876%

##### 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: 166762  99.52%
# Correctly spam:     361672  33.99%
# False positives:       807  0.48%
# False negatives:    702425  66.01%
# TCR(l=50): 1.432597  SpamRecall: 33.989%  SpamPrec: 99.777%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20997  99.54%
# Correctly spam:      44829  33.75%
# False positives:        96  0.46%
# False negatives:     88000  66.25%
# TCR(l=50): 1.431347  SpamRecall: 33.749%  SpamPrec: 99.786%