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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149626  20.559%  (96.016% of non-spam corpus)
# Correctly spam:     319084  43.843%  (55.789% of spam corpus)
# False positives:      6208  0.853%  (3.984% of nonspam, 709507 weighted)
# False negatives:    252864  34.744%  (44.211% of spam, 572367 weighted)
# Average score for spam:  13.0    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              727782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18793  95.90%
# Correctly spam:      39798  55.77%
# False positives:       803  4.10%
# False negatives:     31567  44.23%
# TCR(l=50): 0.995092  SpamRecall: 55.767%  SpamPrec: 98.022%

##### 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: 150399  96.51%
# Correctly spam:     201842  35.29%
# False positives:      5435  3.49%
# False negatives:    370106  64.71%
# TCR(l=50): 0.891085  SpamRecall: 35.290%  SpamPrec: 97.378%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18921  96.56%
# Correctly spam:      25175  35.28%
# False positives:       675  3.44%
# False negatives:     46190  64.72%
# TCR(l=50): 0.892732  SpamRecall: 35.276%  SpamPrec: 97.389%