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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 377588  47.914%  (99.425% of non-spam corpus)
# Correctly spam:     332808  42.231%  (81.513% of spam corpus)
# False positives:      2184  0.277%  (0.575% of nonspam, 134778 weighted)
# False negatives:     75481  9.578%  (18.487% of spam, 152658 weighted)
# Average score for spam:  8.8    nonspam: 0.4
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              788061  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47044  99.39%
# Correctly spam:      41670  81.85%
# False positives:       289  0.61%
# False negatives:      9239  18.15%
# TCR(l=50): 2.149057  SpamRecall: 81.852%  SpamPrec: 99.311%

##### 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: 378375  99.63%
# Correctly spam:     150913  36.96%
# False positives:      1397  0.37%
# False negatives:    257376  63.04%
# TCR(l=50): 1.247728  SpamRecall: 36.962%  SpamPrec: 99.083%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47177  99.67%
# Correctly spam:      18800  36.93%
# False positives:       156  0.33%
# False negatives:     32109  63.07%
# TCR(l=50): 1.275627  SpamRecall: 36.929%  SpamPrec: 99.177%