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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181454  29.593%  (98.408% of non-spam corpus)
# Correctly spam:     271780  44.325%  (63.387% of spam corpus)
# False positives:      2936  0.479%  (1.592% of nonspam, 202882 weighted)
# False negatives:    156986  25.603%  (36.613% of spam, 492901 weighted)
# Average score for spam:  6.5    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              613156  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22706  98.10%
# Correctly spam:      33663  62.99%
# False positives:       440  1.90%
# False negatives:     19781  37.01%
# TCR(l=50): 1.279146  SpamRecall: 62.987%  SpamPrec: 98.710%

##### 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: 180782  98.04%
# Correctly spam:      58722  13.70%
# False positives:      3608  1.96%
# False negatives:    370044  86.30%
# TCR(l=50): 0.778946  SpamRecall: 13.696%  SpamPrec: 94.211%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22701  98.08%
# Correctly spam:       7357  13.77%
# False positives:       445  1.92%
# False negatives:     46087  86.23%
# TCR(l=50): 0.782065  SpamRecall: 13.766%  SpamPrec: 94.296%