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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 228597  17.048%  (97.471% of non-spam corpus)
# Correctly spam:     742934  55.406%  (67.151% of spam corpus)
# False positives:      5931  0.442%  (2.529% of nonspam, 800568 weighted)
# False negatives:    363423  27.103%  (32.849% of spam, 924450 weighted)
# Average score for spam:  7.0    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.5
# TOTAL:              1340885  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28600  97.42%
# Correctly spam:      92743  67.19%
# False positives:       756  2.58%
# False negatives:     45282  32.81%
# TCR(l=50): 1.661311  SpamRecall: 67.193%  SpamPrec: 99.191%

##### 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: 228774  97.55%
# Correctly spam:     588367  53.18%
# False positives:      5754  2.45%
# False negatives:    517990  46.82%
# TCR(l=50): 1.373180  SpamRecall: 53.181%  SpamPrec: 99.032%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28675  97.68%
# Correctly spam:      73347  53.14%
# False positives:       681  2.32%
# False negatives:     64678  46.86%
# TCR(l=50): 1.398033  SpamRecall: 53.140%  SpamPrec: 99.080%