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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171259  43.802%  (99.511% of non-spam corpus)
# Correctly spam:     175965  45.006%  (80.394% of spam corpus)
# False positives:       842  0.215%  (0.489% of nonspam,  66484 weighted)
# False negatives:     42914  10.976%  (19.606% of spam,  95396 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              390980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21562  99.52%
# Correctly spam:      22070  80.57%
# False positives:       104  0.48%
# False negatives:      5324  19.43%
# TCR(l=50): 2.603003  SpamRecall: 80.565%  SpamPrec: 99.531%

##### 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: 171666  99.75%
# Correctly spam:      99445  45.43%
# False positives:       435  0.25%
# False negatives:    119434  54.57%
# TCR(l=50): 1.550310  SpamRecall: 45.434%  SpamPrec: 99.564%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21616  99.77%
# Correctly spam:      12449  45.44%
# False positives:        50  0.23%
# False negatives:     14945  54.56%
# TCR(l=50): 1.570307  SpamRecall: 45.444%  SpamPrec: 99.600%