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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175310  37.854%  (99.536% of non-spam corpus)
# Correctly spam:     236978  51.170%  (82.572% of spam corpus)
# False positives:       817  0.176%  (0.464% of nonspam,  81642 weighted)
# False negatives:     50018  10.800%  (17.428% of spam, 109554 weighted)
# Average score for spam:  15.8    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              463123  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22034  99.49%
# Correctly spam:      29666  82.64%
# False positives:       112  0.51%
# False negatives:      6231  17.36%
# TCR(l=50): 3.034148  SpamRecall: 82.642%  SpamPrec: 99.624%

##### 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: 175685  99.75%
# Correctly spam:     159002  55.40%
# False positives:       442  0.25%
# False negatives:    127994  44.60%
# TCR(l=50): 1.912108  SpamRecall: 55.402%  SpamPrec: 99.723%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22094  99.77%
# Correctly spam:      19831  55.24%
# False positives:        52  0.23%
# False negatives:     16066  44.76%
# TCR(l=50): 1.923122  SpamRecall: 55.244%  SpamPrec: 99.738%