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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 459616  30.543%  (99.869% of non-spam corpus)
# Correctly spam:     977632  64.966%  (93.588% of spam corpus)
# False positives:       605  0.040%  (0.131% of nonspam,  89939 weighted)
# False negatives:     66980  4.451%  (6.412% of spam, 136785 weighted)
# Average score for spam:  16.9    nonspam: -1.6
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1504833  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57275  99.83%
# Correctly spam:     122199  93.70%
# False positives:        98  0.17%
# False negatives:      8210  6.30%
# TCR(l=50): 9.947292  SpamRecall: 93.704%  SpamPrec: 99.920%

##### 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: 458257  99.57%
# Correctly spam:     754353  72.21%
# False positives:      1964  0.43%
# False negatives:    290259  27.79%
# TCR(l=50): 2.689118  SpamRecall: 72.214%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57140  99.59%
# Correctly spam:      94241  72.27%
# False positives:       233  0.41%
# False negatives:     36168  27.73%
# TCR(l=50): 2.727195  SpamRecall: 72.266%  SpamPrec: 99.753%