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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175915  52.800%  (99.258% of non-spam corpus)
# Correctly spam:     108877  32.679%  (69.818% of spam corpus)
# False positives:      1315  0.395%  (0.742% of nonspam,  74346 weighted)
# False negatives:     47068  14.127%  (30.182% of spam, 138909 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              333175  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22102  99.24%
# Correctly spam:      13657  69.65%
# False positives:       170  0.76%
# False negatives:      5950  30.35%
# TCR(l=50): 1.356886  SpamRecall: 69.654%  SpamPrec: 98.771%

##### 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: 176269  99.46%
# Correctly spam:      85187  54.63%
# False positives:       961  0.54%
# False negatives:     70758  45.37%
# TCR(l=50): 1.312580  SpamRecall: 54.626%  SpamPrec: 98.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22141  99.41%
# Correctly spam:      10668  54.41%
# False positives:       131  0.59%
# False negatives:      8939  45.59%
# TCR(l=50): 1.265866  SpamRecall: 54.409%  SpamPrec: 98.787%