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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143460  10.680%  (99.673% of non-spam corpus)
# Correctly spam:     1101869  82.029%  (91.873% of spam corpus)
# False positives:       470  0.035%  (0.327% of nonspam, 287263 weighted)
# False negatives:     97470  7.256%  (8.127% of spam, 248806 weighted)
# Average score for spam:  9.5    nonspam: -1.1
# Average for false-pos:   7.3  false-neg: 2.6
# TOTAL:              1343269  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18002  99.71%
# Correctly spam:     137352  91.68%
# False positives:        52  0.29%
# False negatives:     12471  8.32%
# TCR(l=50): 9.941145  SpamRecall: 91.676%  SpamPrec: 99.962%

##### 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: 143734  99.86%
# Correctly spam:     484402  40.39%
# False positives:       196  0.14%
# False negatives:    714937  59.61%
# TCR(l=50): 1.654861  SpamRecall: 40.389%  SpamPrec: 99.960%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18031  99.87%
# Correctly spam:      60736  40.54%
# False positives:        23  0.13%
# False negatives:     89087  59.46%
# TCR(l=50): 1.660328  SpamRecall: 40.539%  SpamPrec: 99.962%