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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171776  33.439%  (99.288% of non-spam corpus)
# Correctly spam:      99712  19.411%  (29.268% of spam corpus)
# False positives:      1232  0.240%  (0.712% of nonspam,  74969 weighted)
# False negatives:    240977  46.910%  (70.732% of spam, 552388 weighted)
# Average score for spam:  4.0    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              513697  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21511  98.90%
# Correctly spam:      12506  29.46%
# False positives:       239  1.10%
# False negatives:     29942  70.54%
# TCR(l=50): 1.013272  SpamRecall: 29.462%  SpamPrec: 98.125%

##### 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: 169532  97.99%
# Correctly spam:      30318  8.90%
# False positives:      3476  2.01%
# False negatives:    310371  91.10%
# TCR(l=50): 0.703654  SpamRecall: 8.899%  SpamPrec: 89.714%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21309  97.97%
# Correctly spam:       3720  8.76%
# False positives:       441  2.03%
# False negatives:     38728  91.24%
# TCR(l=50): 0.698411  SpamRecall: 8.764%  SpamPrec: 89.402%
