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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145243  33.763%  (99.297% of non-spam corpus)
# Correctly spam:     210736  48.987%  (74.225% of spam corpus)
# False positives:      1028  0.239%  (0.703% of nonspam, 124479 weighted)
# False negatives:     73179  17.011%  (25.775% of spam, 175702 weighted)
# Average score for spam:  23.1    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              430186  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18221  99.29%
# Correctly spam:      26547  74.76%
# False positives:       131  0.71%
# False negatives:      8962  25.24%
# TCR(l=50): 2.289131  SpamRecall: 74.761%  SpamPrec: 99.509%

##### 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: 145868  99.72%
# Correctly spam:     144207  50.79%
# False positives:       403  0.28%
# False negatives:    139708  49.21%
# TCR(l=50): 1.776045  SpamRecall: 50.792%  SpamPrec: 99.721%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18300  99.72%
# Correctly spam:      18129  51.05%
# False positives:        52  0.28%
# False negatives:     17380  48.95%
# TCR(l=50): 1.777227  SpamRecall: 51.055%  SpamPrec: 99.714%