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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147653  31.755%  (99.253% of non-spam corpus)
# Correctly spam:     218624  47.018%  (69.138% of spam corpus)
# False positives:      1111  0.239%  (0.747% of nonspam, 145503 weighted)
# False negatives:     97590  20.988%  (30.862% of spam, 228630 weighted)
# Average score for spam:  19.0    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              464978  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18516  99.20%
# Correctly spam:      27535  69.83%
# False positives:       149  0.80%
# False negatives:     11898  30.17%
# TCR(l=50): 2.038092  SpamRecall: 69.827%  SpamPrec: 99.462%

##### 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: 148349  99.72%
# Correctly spam:     145639  46.06%
# False positives:       415  0.28%
# False negatives:    170575  53.94%
# TCR(l=50): 1.652758  SpamRecall: 46.057%  SpamPrec: 99.716%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18613  99.72%
# Correctly spam:      18293  46.39%
# False positives:        52  0.28%
# False negatives:     21140  53.61%
# TCR(l=50): 1.661036  SpamRecall: 46.390%  SpamPrec: 99.717%