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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175586  25.442%  (96.407% of non-spam corpus)
# Correctly spam:     365934  53.023%  (72.032% of spam corpus)
# False positives:      6544  0.948%  (3.593% of nonspam, 571632 weighted)
# False negatives:    142081  20.587%  (27.968% of spam, 474023 weighted)
# Average score for spam:  9.3    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              690145  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21925  95.86%
# Correctly spam:      45763  72.13%
# False positives:       947  4.14%
# False negatives:     17684  27.87%
# TCR(l=50): 0.975597  SpamRecall: 72.128%  SpamPrec: 97.973%

##### 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: 176268  96.78%
# Correctly spam:      82316  16.20%
# False positives:      5862  3.22%
# False negatives:    425699  83.80%
# TCR(l=50): 0.706755  SpamRecall: 16.203%  SpamPrec: 93.352%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22089  96.58%
# Correctly spam:      10426  16.43%
# False positives:       783  3.42%
# False negatives:     53021  83.57%
# TCR(l=50): 0.688362  SpamRecall: 16.433%  SpamPrec: 93.015%