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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309534  23.486%  (99.013% of non-spam corpus)
# Correctly spam:     935399  70.974%  (93.044% of spam corpus)
# False positives:      3084  0.234%  (0.987% of nonspam, 1044176 weighted)
# False negatives:     69928  5.306%  (6.956% of spam, 160673 weighted)
# Average score for spam:  19.7    nonspam: -2.1
# Average for false-pos:   10.5  false-neg: 2.3
# TOTAL:              1317945  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38631  99.04%
# Correctly spam:     116709  92.99%
# False positives:       376  0.96%
# False negatives:      8802  7.01%
# TCR(l=50): 4.547170  SpamRecall: 92.987%  SpamPrec: 99.679%

##### 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: 309350  98.95%
# Correctly spam:     762881  75.88%
# False positives:      3268  1.05%
# False negatives:    242446  24.12%
# TCR(l=50): 2.477114  SpamRecall: 75.884%  SpamPrec: 99.573%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38600  98.96%
# Correctly spam:      95432  76.03%
# False positives:       407  1.04%
# False negatives:     30079  23.97%
# TCR(l=50): 2.488866  SpamRecall: 76.035%  SpamPrec: 99.575%