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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152385  16.278%  (96.000% of non-spam corpus)
# Correctly spam:     391683  41.841%  (50.385% of spam corpus)
# False positives:      6349  0.678%  (4.000% of nonspam, 968978 weighted)
# False negatives:    385696  41.202%  (49.615% of spam, 890145 weighted)
# Average score for spam:  11.1    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              936113  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19174  95.91%
# Correctly spam:      48657  50.23%
# False positives:       818  4.09%
# False negatives:     48218  49.77%
# TCR(l=50): 1.087042  SpamRecall: 50.227%  SpamPrec: 98.347%

##### 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: 153253  96.55%
# Correctly spam:     208671  26.84%
# False positives:      5481  3.45%
# False negatives:    568708  73.16%
# TCR(l=50): 0.922423  SpamRecall: 26.843%  SpamPrec: 97.441%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19307  96.57%
# Correctly spam:      25813  26.65%
# False positives:       685  3.43%
# False negatives:     71062  73.35%
# TCR(l=50): 0.919886  SpamRecall: 26.646%  SpamPrec: 97.415%