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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 287792  47.090%  (99.521% of non-spam corpus)
# Correctly spam:     141688  23.184%  (44.005% of spam corpus)
# False positives:      1384  0.226%  (0.479% of nonspam,  48190 weighted)
# False negatives:    180293  29.500%  (55.995% of spam, 431126 weighted)
# Average score for spam:  5.4    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              611157  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35962  99.49%
# Correctly spam:      17890  44.62%
# False positives:       185  0.51%
# False negatives:     22207  55.38%
# TCR(l=50): 1.274661  SpamRecall: 44.617%  SpamPrec: 98.976%

##### 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: 283266  97.96%
# Correctly spam:      59316  18.42%
# False positives:      5910  2.04%
# False negatives:    262665  81.58%
# TCR(l=50): 0.576856  SpamRecall: 18.422%  SpamPrec: 90.939%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35364  97.83%
# Correctly spam:       7408  18.48%
# False positives:       783  2.17%
# False negatives:     32689  81.52%
# TCR(l=50): 0.558151  SpamRecall: 18.475%  SpamPrec: 90.441%
