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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123070  21.965%  (99.585% of non-spam corpus)
# Correctly spam:     434892  77.616%  (99.579% of spam corpus)
# False positives:       513  0.092%  (0.415% of nonspam, 119132 weighted)
# False negatives:      1837  0.328%  (0.421% of spam,   5476 weighted)
# Average score for spam:  22.9    nonspam: -1.2
# Average for false-pos:   6.6  false-neg: 3.0
# TOTAL:              560312  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15443  99.56%
# Correctly spam:      54202  99.56%
# False positives:        68  0.44%
# False negatives:       237  0.44%
# TCR(l=50): 14.968106  SpamRecall: 99.565%  SpamPrec: 99.875%

##### 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: 122940  99.48%
# Correctly spam:     416239  95.31%
# False positives:       643  0.52%
# False negatives:     20490  4.69%
# TCR(l=50): 8.296524  SpamRecall: 95.308%  SpamPrec: 99.846%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15432  99.49%
# Correctly spam:      51876  95.29%
# False positives:        79  0.51%
# False negatives:      2563  4.71%
# TCR(l=50): 8.358514  SpamRecall: 95.292%  SpamPrec: 99.848%