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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152556  37.670%  (99.491% of non-spam corpus)
# Correctly spam:     152233  37.590%  (60.495% of spam corpus)
# False positives:       781  0.193%  (0.509% of nonspam,  90023 weighted)
# False negatives:     99411  24.547%  (39.505% of spam, 282858 weighted)
# Average score for spam:  8.1    nonspam: -0.5
# Average for false-pos:   7.0  false-neg: 2.8
# TOTAL:              404981  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19168  99.35%
# Correctly spam:      19181  61.05%
# False positives:       125  0.65%
# False negatives:     12239  38.95%
# TCR(l=50): 1.699389  SpamRecall: 61.047%  SpamPrec: 99.353%

##### 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: 152790  99.64%
# Correctly spam:      54987  21.85%
# False positives:       547  0.36%
# False negatives:    196657  78.15%
# TCR(l=50): 1.123376  SpamRecall: 21.851%  SpamPrec: 99.015%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19203  99.53%
# Correctly spam:       6955  22.14%
# False positives:        90  0.47%
# False negatives:     24465  77.86%
# TCR(l=50): 1.084757  SpamRecall: 22.136%  SpamPrec: 98.722%