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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168121  55.096%  (97.523% of non-spam corpus)
# Correctly spam:      79461  26.041%  (59.859% of spam corpus)
# False positives:      4271  1.400%  (2.477% of nonspam,  98773 weighted)
# False negatives:     53287  17.463%  (40.141% of spam, 112455 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              305140  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21117  97.34%
# Correctly spam:      10045  60.32%
# False positives:       578  2.66%
# False negatives:      6608  39.68%
# TCR(l=50): 0.468993  SpamRecall: 60.319%  SpamPrec: 94.559%

##### 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: 168799  97.92%
# Correctly spam:      45855  34.54%
# False positives:      3593  2.08%
# False negatives:     86893  65.46%
# TCR(l=50): 0.498036  SpamRecall: 34.543%  SpamPrec: 92.734%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21231  97.86%
# Correctly spam:       5755  34.56%
# False positives:       464  2.14%
# False negatives:     10898  65.44%
# TCR(l=50): 0.488386  SpamRecall: 34.558%  SpamPrec: 92.539%