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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165595  12.463%  (94.796% of non-spam corpus)
# Correctly spam:     1012365  76.192%  (87.725% of spam corpus)
# False positives:      9090  0.684%  (5.204% of nonspam, 1848792 weighted)
# False negatives:    141654  10.661%  (12.275% of spam, 399063 weighted)
# Average score for spam:  7.7    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              1328704  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20777  94.69%
# Correctly spam:     126261  87.65%
# False positives:      1164  5.31%
# False negatives:     17796  12.35%
# TCR(l=50): 1.895587  SpamRecall: 87.647%  SpamPrec: 99.087%

##### 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: 166684  95.42%
# Correctly spam:     174767  15.14%
# False positives:      8001  4.58%
# False negatives:    979252  84.86%
# TCR(l=50): 0.836669  SpamRecall: 15.144%  SpamPrec: 95.622%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20927  95.38%
# Correctly spam:      21901  15.20%
# False positives:      1014  4.62%
# False negatives:    122156  84.80%
# TCR(l=50): 0.833393  SpamRecall: 15.203%  SpamPrec: 95.575%