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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175604  33.026%  (99.260% of non-spam corpus)
# Correctly spam:     247206  46.492%  (69.674% of spam corpus)
# False positives:      1309  0.246%  (0.740% of nonspam, 168391 weighted)
# False negatives:    107596  20.236%  (30.326% of spam, 307477 weighted)
# Average score for spam:  15.5    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              531715  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22078  99.26%
# Correctly spam:      30830  69.72%
# False positives:       165  0.74%
# False negatives:     13388  30.28%
# TCR(l=50): 2.043535  SpamRecall: 69.723%  SpamPrec: 99.468%

##### 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: 175957  99.46%
# Correctly spam:     216841  61.12%
# False positives:       956  0.54%
# False negatives:    137961  38.88%
# TCR(l=50): 1.909992  SpamRecall: 61.116%  SpamPrec: 99.561%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22129  99.49%
# Correctly spam:      27006  61.07%
# False positives:       114  0.51%
# False negatives:     17212  38.93%
# TCR(l=50): 1.929906  SpamRecall: 61.075%  SpamPrec: 99.580%