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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165520  12.449%  (94.799% of non-spam corpus)
# Correctly spam:     1013922  76.261%  (87.790% of spam corpus)
# False positives:      9081  0.683%  (5.201% of nonspam, 1848712 weighted)
# False negatives:    141012  10.606%  (12.210% of spam, 399719 weighted)
# Average score for spam:  7.8    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              1329535  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20774  94.73%
# Correctly spam:     126880  88.00%
# False positives:      1156  5.27%
# False negatives:     17294  12.00%
# TCR(l=50): 1.919914  SpamRecall: 88.005%  SpamPrec: 99.097%

##### 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: 166614  95.43%
# Correctly spam:     181674  15.73%
# False positives:      7987  4.57%
# False negatives:    973260  84.27%
# TCR(l=50): 0.841415  SpamRecall: 15.730%  SpamPrec: 95.789%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20927  95.43%
# Correctly spam:      22735  15.77%
# False positives:      1003  4.57%
# False negatives:    121439  84.23%
# TCR(l=50): 0.840229  SpamRecall: 15.769%  SpamPrec: 95.775%