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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184324  19.268%  (92.996% of non-spam corpus)
# Correctly spam:     635901  66.471%  (83.843% of spam corpus)
# False positives:     13882  1.451%  (7.004% of nonspam, 1413462 weighted)
# False negatives:    122546  12.810%  (16.157% of spam, 270585 weighted)
# Average score for spam:  7.8    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              956653  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23083  93.21%
# Correctly spam:      79720  84.28%
# False positives:      1682  6.79%
# False negatives:     14866  15.72%
# TCR(l=50): 0.955742  SpamRecall: 84.283%  SpamPrec: 97.934%

##### 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: 196464  99.12%
# Correctly spam:     185208  24.42%
# False positives:      1742  0.88%
# False negatives:    573239  75.58%
# TCR(l=50): 1.148572  SpamRecall: 24.419%  SpamPrec: 99.068%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24527  99.04%
# Correctly spam:      23128  24.45%
# False positives:       238  0.96%
# False negatives:     71458  75.55%
# TCR(l=50): 1.134696  SpamRecall: 24.452%  SpamPrec: 98.981%
