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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234919  38.924%  (99.747% of non-spam corpus)
# Correctly spam:     277638  46.002%  (75.441% of spam corpus)
# False positives:       595  0.099%  (0.253% of nonspam,  28354 weighted)
# False negatives:     90380  14.975%  (24.559% of spam, 140633 weighted)
# Average score for spam:  11.6    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              603532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29411  99.74%
# Correctly spam:      34477  75.19%
# False positives:        78  0.26%
# False negatives:     11376  24.81%
# TCR(l=50): 3.001637  SpamRecall: 75.190%  SpamPrec: 99.774%

##### 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: 225769  95.86%
# Correctly spam:     203325  55.25%
# False positives:      9745  4.14%
# False negatives:    164693  44.75%
# TCR(l=50): 0.564494  SpamRecall: 55.249%  SpamPrec: 95.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28295  95.95%
# Correctly spam:      25147  54.84%
# False positives:      1194  4.05%
# False negatives:     20706  45.16%
# TCR(l=50): 0.570268  SpamRecall: 54.843%  SpamPrec: 95.467%