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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193200  33.854%  (99.359% of non-spam corpus)
# Correctly spam:     352463  61.761%  (93.680% of spam corpus)
# False positives:      1247  0.219%  (0.641% of nonspam, 162697 weighted)
# False negatives:     23778  4.167%  (6.320% of spam,  71640 weighted)
# Average score for spam:  11.6    nonspam: -0.3
# Average for false-pos:   6.7  false-neg: 3.0
# TOTAL:              570688  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24177  99.30%
# Correctly spam:      44119  94.09%
# False positives:       170  0.70%
# False negatives:      2773  5.91%
# TCR(l=50): 4.159674  SpamRecall: 94.086%  SpamPrec: 99.616%

##### 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: 193709  99.62%
# Correctly spam:     180440  47.96%
# False positives:       738  0.38%
# False negatives:    195801  52.04%
# TCR(l=50): 1.616843  SpamRecall: 47.959%  SpamPrec: 99.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24249  99.60%
# Correctly spam:      22627  48.25%
# False positives:        98  0.40%
# False negatives:     24265  51.75%
# TCR(l=50): 1.607818  SpamRecall: 48.253%  SpamPrec: 99.569%