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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88951  7.366%  (99.538% of non-spam corpus)
# Correctly spam:     738358  61.147%  (66.034% of spam corpus)
# False positives:       413  0.034%  (0.462% of nonspam, 156572 weighted)
# False negatives:    379793  31.452%  (33.966% of spam, 983795 weighted)
# Average score for spam:  6.5    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1207515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  11224  99.46%
# Correctly spam:      92344  66.19%
# False positives:        61  0.54%
# False negatives:     47177  33.81%
# TCR(l=50): 2.777809  SpamRecall: 66.186%  SpamPrec: 99.934%

##### 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:  85436  95.60%
# Correctly spam:     619335  55.39%
# False positives:      3928  4.40%
# False negatives:    498816  44.61%
# TCR(l=50): 1.608350  SpamRecall: 55.389%  SpamPrec: 99.370%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  10773  95.46%
# Correctly spam:      77299  55.40%
# False positives:       512  4.54%
# False negatives:     62222  44.60%
# TCR(l=50): 1.588679  SpamRecall: 55.403%  SpamPrec: 99.342%