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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85420  88.650%  (98.112% of non-spam corpus)
# Correctly spam:       2598  2.696%  (27.960% of spam corpus)
# False positives:      1644  1.706%  (1.888% of nonspam,   5079 weighted)
# False negatives:      6694  6.947%  (72.040% of spam,  17007 weighted)
# Average score for spam:  3.8    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:               96356  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  10780  98.00%
# Correctly spam:        344  29.20%
# False positives:       220  2.00%
# False negatives:       834  70.80%
# TCR(l=50): 0.099544  SpamRecall: 29.202%  SpamPrec: 60.993%

##### 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:  85473  98.17%
# Correctly spam:       1020  10.98%
# False positives:      1591  1.83%
# False negatives:      8272  89.02%
# TCR(l=50): 0.105805  SpamRecall: 10.977%  SpamPrec: 39.065%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  10783  98.03%
# Correctly spam:        139  11.80%
# False positives:       217  1.97%
# False negatives:      1039  88.20%
# TCR(l=50): 0.099083  SpamRecall: 11.800%  SpamPrec: 39.045%