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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159734  15.142%  (93.019% of non-spam corpus)
# Correctly spam:     700025  66.358%  (79.260% of spam corpus)
# False positives:     11988  1.136%  (6.981% of nonspam, 1645115 weighted)
# False negatives:    183177  17.364%  (20.740% of spam, 357197 weighted)
# Average score for spam:  8.1    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.0
# TOTAL:              1054924  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20087  92.90%
# Correctly spam:      88176  79.99%
# False positives:      1535  7.10%
# False negatives:     22053  20.01%
# TCR(l=50): 1.115644  SpamRecall: 79.993%  SpamPrec: 98.289%

##### 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: 169915  98.95%
# Correctly spam:     192740  21.82%
# False positives:      1807  1.05%
# False negatives:    690462  78.18%
# TCR(l=50): 1.131133  SpamRecall: 21.823%  SpamPrec: 99.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21383  98.89%
# Correctly spam:      23965  21.74%
# False positives:       239  1.11%
# False negatives:     86264  78.26%
# TCR(l=50): 1.122335  SpamRecall: 21.741%  SpamPrec: 99.013%
