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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247857  47.568%  (99.682% of non-spam corpus)
# Correctly spam:     238645  45.800%  (87.606% of spam corpus)
# False positives:       791  0.152%  (0.318% of nonspam,  58635 weighted)
# False negatives:     33763  6.480%  (12.394% of spam,  55769 weighted)
# Average score for spam:  19.6    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 1.7
# TOTAL:              521056  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30914  99.68%
# Correctly spam:      29744  87.36%
# False positives:        99  0.32%
# False negatives:      4302  12.64%
# TCR(l=50): 3.679853  SpamRecall: 87.364%  SpamPrec: 99.668%

##### 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: 247742  99.64%
# Correctly spam:     197016  72.32%
# False positives:       906  0.36%
# False negatives:     75392  27.68%
# TCR(l=50): 2.257051  SpamRecall: 72.324%  SpamPrec: 99.542%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30897  99.63%
# Correctly spam:      24579  72.19%
# False positives:       116  0.37%
# False negatives:      9467  27.81%
# TCR(l=50): 2.230039  SpamRecall: 72.194%  SpamPrec: 99.530%