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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443564  49.551%  (99.613% of non-spam corpus)
# Correctly spam:     279363  31.208%  (62.098% of spam corpus)
# False positives:      1723  0.192%  (0.387% of nonspam, 102831 weighted)
# False negatives:    170515  19.048%  (37.902% of spam, 312009 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895165  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55286  99.60%
# Correctly spam:      34858  62.14%
# False positives:       224  0.40%
# False negatives:     21236  37.86%
# TCR(l=50): 1.729375  SpamRecall: 62.142%  SpamPrec: 99.361%

##### 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: 443420  99.58%
# Correctly spam:     179574  39.92%
# False positives:      1867  0.42%
# False negatives:    270304  60.08%
# TCR(l=50): 1.237105  SpamRecall: 39.916%  SpamPrec: 98.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55246  99.52%
# Correctly spam:      22272  39.70%
# False positives:       264  0.48%
# False negatives:     33822  60.30%
# TCR(l=50): 1.192931  SpamRecall: 39.705%  SpamPrec: 98.829%