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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 815905  41.231%  (99.284% of non-spam corpus)
# Correctly spam:     1070775  54.111%  (92.541% of spam corpus)
# False positives:      5881  0.297%  (0.716% of nonspam, 705974 weighted)
# False negatives:     86306  4.361%  (7.459% of spam, 174948 weighted)
# Average score for spam:  16.1    nonspam: -2.5
# Average for false-pos:   8.5  false-neg: 2.0
# TOTAL:              1978867  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 101722  99.26%
# Correctly spam:     133706  92.55%
# False positives:       755  0.74%
# False negatives:     10756  7.45%
# TCR(l=50): 2.978229  SpamRecall: 92.554%  SpamPrec: 99.438%

##### 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: 817644  99.50%
# Correctly spam:     865186  74.77%
# False positives:      4142  0.50%
# False negatives:    291895  25.23%
# TCR(l=50): 2.318823  SpamRecall: 74.773%  SpamPrec: 99.524%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 101965  99.50%
# Correctly spam:     107789  74.61%
# False positives:       512  0.50%
# False negatives:     36673  25.39%
# TCR(l=50): 2.319818  SpamRecall: 74.614%  SpamPrec: 99.527%