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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196611  31.055%  (97.132% of non-spam corpus)
# Correctly spam:     310133  48.986%  (72.008% of spam corpus)
# False positives:      5806  0.917%  (2.868% of nonspam, 364850 weighted)
# False negatives:    120557  19.042%  (27.992% of spam, 290910 weighted)
# Average score for spam:  7.5    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              633107  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24532  96.95%
# Correctly spam:      38845  72.36%
# False positives:       772  3.05%
# False negatives:     14841  27.64%
# TCR(l=50): 1.004584  SpamRecall: 72.356%  SpamPrec: 98.051%

##### 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: 192780  95.24%
# Correctly spam:     172129  39.97%
# False positives:      9637  4.76%
# False negatives:    258561  60.03%
# TCR(l=50): 0.581690  SpamRecall: 39.966%  SpamPrec: 94.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24078  95.15%
# Correctly spam:      21583  40.20%
# False positives:      1226  4.85%
# False negatives:     32103  59.80%
# TCR(l=50): 0.574778  SpamRecall: 40.202%  SpamPrec: 94.625%
