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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158159  36.840%  (96.657% of non-spam corpus)
# Correctly spam:     173043  40.306%  (65.130% of spam corpus)
# False positives:      5470  1.274%  (3.343% of nonspam, 268252 weighted)
# False negatives:     92646  21.580%  (34.870% of spam, 192415 weighted)
# Average score for spam:  7.2    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              429318  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19891  96.45%
# Correctly spam:      21826  65.67%
# False positives:       732  3.55%
# False negatives:     11408  34.33%
# TCR(l=50): 0.692260  SpamRecall: 65.674%  SpamPrec: 96.755%

##### 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: 158381  96.79%
# Correctly spam:      39364  14.82%
# False positives:      5248  3.21%
# False negatives:    226325  85.18%
# TCR(l=50): 0.543637  SpamRecall: 14.816%  SpamPrec: 88.236%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19960  96.79%
# Correctly spam:       5072  15.26%
# False positives:       663  3.21%
# False negatives:     28162  84.74%
# TCR(l=50): 0.542047  SpamRecall: 15.261%  SpamPrec: 88.439%