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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179477  38.291%  (99.076% of non-spam corpus)
# Correctly spam:     203835  43.487%  (70.882% of spam corpus)
# False positives:      1674  0.357%  (0.924% of nonspam, 167810 weighted)
# False negatives:     83736  17.865%  (29.118% of spam, 222287 weighted)
# Average score for spam:  19.1    nonspam: -0.3
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              468722  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22540  99.07%
# Correctly spam:      25584  71.15%
# False positives:       211  0.93%
# False negatives:     10372  28.85%
# TCR(l=50): 1.718574  SpamRecall: 71.154%  SpamPrec: 99.182%

##### 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: 180066  99.40%
# Correctly spam:     185845  64.63%
# False positives:      1085  0.60%
# False negatives:    101726  35.37%
# TCR(l=50): 1.843687  SpamRecall: 64.626%  SpamPrec: 99.420%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22611  99.38%
# Correctly spam:      23300  64.80%
# False positives:       140  0.62%
# False negatives:     12656  35.20%
# TCR(l=50): 1.829263  SpamRecall: 64.801%  SpamPrec: 99.403%