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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 280793  47.886%  (99.594% of non-spam corpus)
# Correctly spam:     228408  38.952%  (75.025% of spam corpus)
# False positives:      1146  0.195%  (0.406% of nonspam,  81837 weighted)
# False negatives:     76034  12.967%  (24.975% of spam, 164526 weighted)
# Average score for spam:  9.9    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.2
# TOTAL:              586381  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35133  99.63%
# Correctly spam:      28436  74.85%
# False positives:       131  0.37%
# False negatives:      9556  25.15%
# TCR(l=50): 2.358872  SpamRecall: 74.847%  SpamPrec: 99.541%

##### 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: 278920  98.93%
# Correctly spam:     124119  40.77%
# False positives:      3019  1.07%
# False negatives:    180323  59.23%
# TCR(l=50): 0.919006  SpamRecall: 40.769%  SpamPrec: 97.625%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34865  98.87%
# Correctly spam:      15594  41.05%
# False positives:       399  1.13%
# False negatives:     22398  58.95%
# TCR(l=50): 0.897138  SpamRecall: 41.045%  SpamPrec: 97.505%