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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 350478  59.726%  (99.632% of non-spam corpus)
# Correctly spam:     124589  21.231%  (53.007% of spam corpus)
# False positives:      1293  0.220%  (0.368% of nonspam,  54561 weighted)
# False negatives:    110453  18.823%  (46.993% of spam, 166202 weighted)
# Average score for spam:  7.6    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              586813  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43675  99.59%
# Correctly spam:      15533  52.80%
# False positives:       179  0.41%
# False negatives:     13887  47.20%
# TCR(l=50): 1.288260  SpamRecall: 52.797%  SpamPrec: 98.861%

##### 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: 350765  99.71%
# Correctly spam:      59274  25.22%
# False positives:      1006  0.29%
# False negatives:    175768  74.78%
# TCR(l=50): 1.039696  SpamRecall: 25.218%  SpamPrec: 98.331%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43700  99.65%
# Correctly spam:       7459  25.35%
# False positives:       154  0.35%
# False negatives:     21961  74.65%
# TCR(l=50): 0.991875  SpamRecall: 25.354%  SpamPrec: 97.977%