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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 264075  32.816%  (99.449% of non-spam corpus)
# Correctly spam:     490673  60.975%  (91.004% of spam corpus)
# False positives:      1464  0.182%  (0.551% of nonspam, 258633 weighted)
# False negatives:     48506  6.028%  (8.996% of spam,  95367 weighted)
# Average score for spam:  18.2    nonspam: -2.6
# Average for false-pos:   8.7  false-neg: 2.0
# TOTAL:              804718  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33038  99.46%
# Correctly spam:      61362  91.11%
# False positives:       181  0.54%
# False negatives:      5989  8.89%
# TCR(l=50): 4.478423  SpamRecall: 91.108%  SpamPrec: 99.706%

##### 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: 263721  99.32%
# Correctly spam:     395599  73.37%
# False positives:      1818  0.68%
# False negatives:    143580  26.63%
# TCR(l=50): 2.299467  SpamRecall: 73.371%  SpamPrec: 99.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32982  99.29%
# Correctly spam:      49241  73.11%
# False positives:       237  0.71%
# False negatives:     18110  26.89%
# TCR(l=50): 2.248031  SpamRecall: 73.111%  SpamPrec: 99.521%