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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 876935  71.267%  (99.741% of non-spam corpus)
# Correctly spam:     230328  18.718%  (65.567% of spam corpus)
# False positives:      2280  0.185%  (0.259% of nonspam,  28740 weighted)
# False negatives:    120956  9.830%  (34.433% of spam, 212780 weighted)
# Average score for spam:  6.5    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              1230499  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 109448  99.72%
# Correctly spam:      28778  65.72%
# False positives:       311  0.28%
# False negatives:     15010  34.28%
# TCR(l=50): 1.432853  SpamRecall: 65.721%  SpamPrec: 98.931%

##### 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: 868973  98.84%
# Correctly spam:     180044  51.25%
# False positives:     10242  1.16%
# False negatives:    171240  48.75%
# TCR(l=50): 0.514069  SpamRecall: 51.253%  SpamPrec: 94.618%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 108462  98.82%
# Correctly spam:      22323  50.98%
# False positives:      1297  1.18%
# False negatives:     21465  49.02%
# TCR(l=50): 0.507305  SpamRecall: 50.980%  SpamPrec: 94.509%