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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127581  16.500%  (97.794% of non-spam corpus)
# Correctly spam:     376754  48.724%  (58.613% of spam corpus)
# False positives:      2878  0.372%  (2.206% of nonspam, 420624 weighted)
# False negatives:    266028  34.404%  (41.387% of spam, 995905 weighted)
# Average score for spam:  8.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 3.7
# TOTAL:              773241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16014  97.83%
# Correctly spam:      55184  68.81%
# False positives:       356  2.17%
# False negatives:     25013  31.19%
# TCR(l=50): 1.873193  SpamRecall: 68.811%  SpamPrec: 99.359%

##### 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: 126958  97.32%
# Correctly spam:     223755  34.81%
# False positives:      3501  2.68%
# False negatives:    419027  65.19%
# TCR(l=50): 1.081984  SpamRecall: 34.810%  SpamPrec: 98.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15936  97.35%
# Correctly spam:      27870  34.75%
# False positives:       434  2.65%
# False negatives:     52327  65.25%
# TCR(l=50): 1.083348  SpamRecall: 34.752%  SpamPrec: 98.467%