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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122893  22.295%  (98.176% of non-spam corpus)
# Correctly spam:     374767  67.990%  (87.967% of spam corpus)
# False positives:      2283  0.414%  (1.824% of nonspam, 248921 weighted)
# False negatives:     51262  9.300%  (12.033% of spam, 139836 weighted)
# Average score for spam:  14.9    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              551205  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15407  98.14%
# Correctly spam:      46923  88.38%
# False positives:       292  1.86%
# False negatives:      6171  11.62%
# TCR(l=50): 2.556160  SpamRecall: 88.377%  SpamPrec: 99.382%

##### 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: 122807  98.11%
# Correctly spam:     153655  36.07%
# False positives:      2369  1.89%
# False negatives:    272374  63.93%
# TCR(l=50): 1.090079  SpamRecall: 36.067%  SpamPrec: 98.482%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15417  98.20%
# Correctly spam:      19057  35.89%
# False positives:       282  1.80%
# False negatives:     34037  64.11%
# TCR(l=50): 1.102977  SpamRecall: 35.893%  SpamPrec: 98.542%