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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155691  35.298%  (99.566% of non-spam corpus)
# Correctly spam:     281520  63.825%  (98.880% of spam corpus)
# False positives:       678  0.154%  (0.434% of nonspam,  93304 weighted)
# False negatives:      3190  0.723%  (1.120% of spam,   5784 weighted)
# Average score for spam:  30.6    nonspam: -1.9
# Average for false-pos:   7.6  false-neg: 1.8
# TOTAL:              441079  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19597  99.64%
# Correctly spam:      35221  98.91%
# False positives:        71  0.36%
# False negatives:       388  1.09%
# TCR(l=50): 9.042407  SpamRecall: 98.910%  SpamPrec: 99.799%

##### 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: 156156  99.86%
# Correctly spam:     277931  97.62%
# False positives:       213  0.14%
# False negatives:      6779  2.38%
# TCR(l=50): 16.335418  SpamRecall: 97.619%  SpamPrec: 99.923%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19645  99.88%
# Correctly spam:      34781  97.67%
# False positives:        23  0.12%
# False negatives:       828  2.33%
# TCR(l=50): 18.002528  SpamRecall: 97.675%  SpamPrec: 99.934%