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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 271139  21.121%  (99.540% of non-spam corpus)
# Correctly spam:     820395  63.906%  (81.119% of spam corpus)
# False positives:      1254  0.098%  (0.460% of nonspam, 297877 weighted)
# False negatives:    190958  14.875%  (18.881% of spam, 289062 weighted)
# Average score for spam:  10.1    nonspam: -0.8
# Average for false-pos:   6.4  false-neg: 1.5
# TOTAL:              1283746  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33897  99.57%
# Correctly spam:     102137  80.91%
# False positives:       147  0.43%
# False negatives:     24093  19.09%
# TCR(l=50): 4.014566  SpamRecall: 80.913%  SpamPrec: 99.856%

##### 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: 270950  99.47%
# Correctly spam:     472972  46.77%
# False positives:      1443  0.53%
# False negatives:    538381  53.23%
# TCR(l=50): 1.656514  SpamRecall: 46.766%  SpamPrec: 99.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33856  99.45%
# Correctly spam:      58717  46.52%
# False positives:       188  0.55%
# False negatives:     67513  53.48%
# TCR(l=50): 1.641205  SpamRecall: 46.516%  SpamPrec: 99.681%