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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176893  16.364%  (99.839% of non-spam corpus)
# Correctly spam:     861358  79.681%  (95.301% of spam corpus)
# False positives:       286  0.026%  (0.161% of nonspam,  89418 weighted)
# False negatives:     42470  3.929%  (4.699% of spam,  88094 weighted)
# Average score for spam:  21.0    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              1081007  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22210  99.74%
# Correctly spam:     107504  95.28%
# False positives:        58  0.26%
# False negatives:      5329  4.72%
# TCR(l=50): 13.711630  SpamRecall: 95.277%  SpamPrec: 99.946%

##### 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: 174938  98.74%
# Correctly spam:     684978  75.79%
# False positives:      2241  1.26%
# False negatives:    218850  24.21%
# TCR(l=50): 2.731423  SpamRecall: 75.786%  SpamPrec: 99.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21995  98.77%
# Correctly spam:      85423  75.71%
# False positives:       273  1.23%
# False negatives:     27410  24.29%
# TCR(l=50): 2.748003  SpamRecall: 75.707%  SpamPrec: 99.681%