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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140438  26.298%  (99.700% of non-spam corpus)
# Correctly spam:     119315  22.342%  (30.347% of spam corpus)
# False positives:       423  0.079%  (0.300% of nonspam,  70392 weighted)
# False negatives:    273855  51.281%  (69.653% of spam, 639722 weighted)
# Average score for spam:  4.5    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              534031  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17599  99.67%
# Correctly spam:      15077  30.74%
# False positives:        58  0.33%
# False negatives:     33965  69.26%
# TCR(l=50): 1.330313  SpamRecall: 30.743%  SpamPrec: 99.617%

##### 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: 140649  99.85%
# Correctly spam:      21922  5.58%
# False positives:       212  0.15%
# False negatives:    371248  94.42%
# TCR(l=50): 1.029651  SpamRecall: 5.576%  SpamPrec: 99.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17631  99.85%
# Correctly spam:       2751  5.61%
# False positives:        26  0.15%
# False negatives:     46291  94.39%
# TCR(l=50): 1.030489  SpamRecall: 5.609%  SpamPrec: 99.064%