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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149050  45.921%  (97.381% of non-spam corpus)
# Correctly spam:     114578  35.300%  (66.802% of spam corpus)
# False positives:      4009  1.235%  (2.619% of nonspam, 134785 weighted)
# False negatives:     56942  17.543%  (33.198% of spam, 117027 weighted)
# Average score for spam:  11.4    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              324579  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18704  97.13%
# Correctly spam:      14396  66.64%
# False positives:       552  2.87%
# False negatives:      7206  33.36%
# TCR(l=50): 0.620640  SpamRecall: 66.642%  SpamPrec: 96.307%

##### 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: 149392  97.60%
# Correctly spam:      55722  32.49%
# False positives:      3667  2.40%
# False negatives:    115798  67.51%
# TCR(l=50): 0.573362  SpamRecall: 32.487%  SpamPrec: 93.825%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18763  97.44%
# Correctly spam:       6987  32.34%
# False positives:       493  2.56%
# False negatives:     14615  67.66%
# TCR(l=50): 0.550159  SpamRecall: 32.344%  SpamPrec: 93.409%