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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154394  43.028%  (99.773% of non-spam corpus)
# Correctly spam:     101405  28.261%  (49.690% of spam corpus)
# False positives:       351  0.098%  (0.227% of nonspam,  29774 weighted)
# False negatives:    102669  28.613%  (50.310% of spam, 171040 weighted)
# Average score for spam:  7.8    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 1.7
# TOTAL:              358819  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19437  99.83%
# Correctly spam:      12633  49.47%
# False positives:        34  0.17%
# False negatives:     12904  50.53%
# TCR(l=50): 1.748631  SpamRecall: 49.469%  SpamPrec: 99.732%

##### 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: 154484  99.83%
# Correctly spam:      84070  41.20%
# False positives:       261  0.17%
# False negatives:    120004  58.80%
# TCR(l=50): 1.533768  SpamRecall: 41.196%  SpamPrec: 99.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19444  99.86%
# Correctly spam:      10532  41.24%
# False positives:        27  0.14%
# False negatives:     15005  58.76%
# TCR(l=50): 1.561419  SpamRecall: 41.242%  SpamPrec: 99.744%