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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161857  47.698%  (97.528% of non-spam corpus)
# Correctly spam:     111678  32.910%  (64.413% of spam corpus)
# False positives:      4103  1.209%  (2.472% of nonspam, 129116 weighted)
# False negatives:     61701  18.183%  (35.587% of spam,  99675 weighted)
# Average score for spam:  9.3    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 1.6
# TOTAL:              339339  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20400  97.63%
# Correctly spam:      14110  64.78%
# False positives:       495  2.37%
# False negatives:      7672  35.22%
# TCR(l=50): 0.671828  SpamRecall: 64.778%  SpamPrec: 96.611%

##### 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: 162126  97.69%
# Correctly spam:      61218  35.31%
# False positives:      3834  2.31%
# False negatives:    112161  64.69%
# TCR(l=50): 0.570587  SpamRecall: 35.309%  SpamPrec: 94.106%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20447  97.86%
# Correctly spam:       7698  35.34%
# False positives:       448  2.14%
# False negatives:     14084  64.66%
# TCR(l=50): 0.597029  SpamRecall: 35.341%  SpamPrec: 94.500%