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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167263  46.386%  (95.764% of non-spam corpus)
# Correctly spam:     151390  41.984%  (81.423% of spam corpus)
# False positives:      7399  2.052%  (4.236% of nonspam, 244873 weighted)
# False negatives:     34540  9.579%  (18.577% of spam,  97220 weighted)
# Average score for spam:  9.3    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              360592  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20906  95.29%
# Correctly spam:      19493  83.54%
# False positives:      1033  4.71%
# False negatives:      3841  16.46%
# TCR(l=50): 0.420501  SpamRecall: 83.539%  SpamPrec: 94.967%

##### 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: 168845  96.67%
# Correctly spam:      41466  22.30%
# False positives:      5817  3.33%
# False negatives:    144464  77.70%
# TCR(l=50): 0.427117  SpamRecall: 22.302%  SpamPrec: 87.697%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21160  96.45%
# Correctly spam:       5223  22.38%
# False positives:       779  3.55%
# False negatives:     18111  77.62%
# TCR(l=50): 0.408931  SpamRecall: 22.384%  SpamPrec: 87.021%