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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161267  43.038%  (97.413% of non-spam corpus)
# Correctly spam:     134661  35.938%  (64.383% of spam corpus)
# False positives:      4283  1.143%  (2.587% of nonspam, 167661 weighted)
# False negatives:     74494  19.881%  (35.617% of spam, 189439 weighted)
# Average score for spam:  8.7    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              374705  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20334  97.59%
# Correctly spam:      16807  64.19%
# False positives:       502  2.41%
# False negatives:      9376  35.81%
# TCR(l=50): 0.759456  SpamRecall: 64.191%  SpamPrec: 97.100%

##### 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: 162458  98.13%
# Correctly spam:      66315  31.71%
# False positives:      3092  1.87%
# False negatives:    142840  68.29%
# TCR(l=50): 0.703184  SpamRecall: 31.706%  SpamPrec: 95.545%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20476  98.27%
# Correctly spam:       8193  31.29%
# False positives:       360  1.73%
# False negatives:     17990  68.71%
# TCR(l=50): 0.727508  SpamRecall: 31.291%  SpamPrec: 95.791%