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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176485  40.063%  (99.388% of non-spam corpus)
# Correctly spam:     192115  43.612%  (73.064% of spam corpus)
# False positives:      1087  0.247%  (0.612% of nonspam, 101465 weighted)
# False negatives:     70827  16.078%  (26.936% of spam, 194711 weighted)
# Average score for spam:  22.0    nonspam: -0.8
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              440514  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22179  99.42%
# Correctly spam:      24190  73.60%
# False positives:       130  0.58%
# False negatives:      8676  26.40%
# TCR(l=50): 2.165656  SpamRecall: 73.602%  SpamPrec: 99.465%

##### 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: 177095  99.73%
# Correctly spam:     126802  48.22%
# False positives:       477  0.27%
# False negatives:    136140  51.78%
# TCR(l=50): 1.643490  SpamRecall: 48.224%  SpamPrec: 99.625%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22261  99.78%
# Correctly spam:      16017  48.73%
# False positives:        48  0.22%
# False negatives:     16849  51.27%
# TCR(l=50): 1.707413  SpamRecall: 48.734%  SpamPrec: 99.701%