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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266989  28.520%  (99.700% of non-spam corpus)
# Correctly spam:     622801  66.528%  (93.184% of spam corpus)
# False positives:       803  0.086%  (0.300% of nonspam, 129743 weighted)
# False negatives:     45556  4.866%  (6.816% of spam,  98086 weighted)
# Average score for spam:  20.6    nonspam: -2.4
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              936149  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33367  99.66%
# Correctly spam:      77801  93.28%
# False positives:       115  0.34%
# False negatives:      5608  6.72%
# TCR(l=50): 7.343634  SpamRecall: 93.277%  SpamPrec: 99.852%

##### 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: 266139  99.38%
# Correctly spam:     544992  81.54%
# False positives:      1653  0.62%
# False negatives:    123365  18.46%
# TCR(l=50): 3.244215  SpamRecall: 81.542%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33290  99.43%
# Correctly spam:      68154  81.71%
# False positives:       192  0.57%
# False negatives:     15255  18.29%
# TCR(l=50): 3.355824  SpamRecall: 81.711%  SpamPrec: 99.719%