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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158631  13.911%  (94.407% of non-spam corpus)
# Correctly spam:     892078  78.227%  (91.746% of spam corpus)
# False positives:      9397  0.824%  (5.593% of nonspam, 1668978 weighted)
# False negatives:     80260  7.038%  (8.254% of spam, 217358 weighted)
# Average score for spam:  8.6    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              1140366  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20013  94.55%
# Correctly spam:     112053  92.28%
# False positives:      1154  5.45%
# False negatives:      9375  7.72%
# TCR(l=50): 1.810332  SpamRecall: 92.279%  SpamPrec: 98.981%

##### 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: 159415  94.87%
# Correctly spam:      85432  8.79%
# False positives:      8613  5.13%
# False negatives:    886906  91.21%
# TCR(l=50): 0.737986  SpamRecall: 8.786%  SpamPrec: 90.842%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20130  95.10%
# Correctly spam:      10658  8.78%
# False positives:      1037  4.90%
# False negatives:    110770  91.22%
# TCR(l=50): 0.746698  SpamRecall: 8.777%  SpamPrec: 91.133%