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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 430266  38.730%  (99.472% of non-spam corpus)
# Correctly spam:     534527  48.114%  (78.792% of spam corpus)
# False positives:      2283  0.206%  (0.528% of nonspam, 105603 weighted)
# False negatives:    143872  12.950%  (21.208% of spam, 310540 weighted)
# Average score for spam:  10.6    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1110948  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53614  99.45%
# Correctly spam:      66923  79.08%
# False positives:       296  0.55%
# False negatives:     17707  20.92%
# TCR(l=50): 2.603439  SpamRecall: 79.077%  SpamPrec: 99.560%

##### 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: 417547  96.53%
# Correctly spam:     317171  46.75%
# False positives:     15002  3.47%
# False negatives:    361228  53.25%
# TCR(l=50): 0.610440  SpamRecall: 46.753%  SpamPrec: 95.484%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52111  96.66%
# Correctly spam:      39536  46.72%
# False positives:      1799  3.34%
# False negatives:     45094  53.28%
# TCR(l=50): 0.626685  SpamRecall: 46.716%  SpamPrec: 95.648%