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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157509  45.458%  (99.515% of non-spam corpus)
# Correctly spam:     185248  53.464%  (98.423% of spam corpus)
# False positives:       767  0.221%  (0.485% of nonspam,  67019 weighted)
# False negatives:      2968  0.857%  (1.577% of spam,   6833 weighted)
# Average score for spam:  26.5    nonspam: -1.5
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              346492  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19854  99.61%
# Correctly spam:      23254  98.48%
# False positives:        78  0.39%
# False negatives:       359  1.52%
# TCR(l=50): 5.544259  SpamRecall: 98.480%  SpamPrec: 99.666%

##### 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: 158071  99.87%
# Correctly spam:     180402  95.85%
# False positives:       205  0.13%
# False negatives:      7814  4.15%
# TCR(l=50): 10.419398  SpamRecall: 95.848%  SpamPrec: 99.886%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19906  99.87%
# Correctly spam:      22631  95.84%
# False positives:        26  0.13%
# False negatives:       982  4.16%
# TCR(l=50): 10.347502  SpamRecall: 95.841%  SpamPrec: 99.885%