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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164677  51.501%  (99.634% of non-spam corpus)
# Correctly spam:     153197  47.910%  (99.172% of spam corpus)
# False positives:       605  0.189%  (0.366% of nonspam,  35054 weighted)
# False negatives:      1279  0.400%  (0.828% of spam,   3451 weighted)
# Average score for spam:  24.1    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              319758  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20721  99.61%
# Correctly spam:      19282  99.19%
# False positives:        82  0.39%
# False negatives:       157  0.81%
# TCR(l=50): 4.566361  SpamRecall: 99.192%  SpamPrec: 99.577%

##### 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: 165070  99.87%
# Correctly spam:     146928  95.11%
# False positives:       212  0.13%
# False negatives:      7548  4.89%
# TCR(l=50): 8.512012  SpamRecall: 95.114%  SpamPrec: 99.856%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20774  99.86%
# Correctly spam:      18468  95.00%
# False positives:        29  0.14%
# False negatives:       971  5.00%
# TCR(l=50): 8.029327  SpamRecall: 95.005%  SpamPrec: 99.843%