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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130257  19.690%  (98.220% of non-spam corpus)
# Correctly spam:     381970  57.740%  (72.218% of spam corpus)
# False positives:      2360  0.357%  (1.780% of nonspam, 283863 weighted)
# False negatives:    146944  22.213%  (27.782% of spam, 551038 weighted)
# Average score for spam:  8.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.7
# TOTAL:              661531  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16296  97.96%
# Correctly spam:      47902  72.51%
# False positives:       340  2.04%
# False negatives:     18165  27.49%
# TCR(l=50): 1.878772  SpamRecall: 72.505%  SpamPrec: 99.295%

##### 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: 129831  97.90%
# Correctly spam:     353438  66.82%
# False positives:      2786  2.10%
# False negatives:    175476  33.18%
# TCR(l=50): 1.680287  SpamRecall: 66.823%  SpamPrec: 99.218%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16268  97.79%
# Correctly spam:      44352  67.13%
# False positives:       368  2.21%
# False negatives:     21715  32.87%
# TCR(l=50): 1.646940  SpamRecall: 67.132%  SpamPrec: 99.177%