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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 332676  42.726%  (99.710% of non-spam corpus)
# Correctly spam:     341324  43.836%  (76.704% of spam corpus)
# False positives:       969  0.124%  (0.290% of nonspam,  41987 weighted)
# False negatives:    103664  13.314%  (23.296% of spam, 169732 weighted)
# Average score for spam:  8.9    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 1.6
# TOTAL:              778633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41460  99.71%
# Correctly spam:      42512  76.62%
# False positives:       122  0.29%
# False negatives:     12969  23.38%
# TCR(l=50): 2.909487  SpamRecall: 76.624%  SpamPrec: 99.714%

##### 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: 324031  97.12%
# Correctly spam:     245814  55.24%
# False positives:      9614  2.88%
# False negatives:    199174  44.76%
# TCR(l=50): 0.654515  SpamRecall: 55.241%  SpamPrec: 96.236%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40378  97.10%
# Correctly spam:      30560  55.08%
# False positives:      1204  2.90%
# False negatives:     24921  44.92%
# TCR(l=50): 0.651790  SpamRecall: 55.082%  SpamPrec: 96.210%