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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157454  39.537%  (97.669% of non-spam corpus)
# Correctly spam:     211964  53.225%  (89.425% of spam corpus)
# False positives:      3758  0.944%  (2.331% of nonspam, 183717 weighted)
# False negatives:     25067  6.294%  (10.575% of spam,  58706 weighted)
# Average score for spam:  12.8    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              398243  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19849  97.72%
# Correctly spam:      26654  89.89%
# False positives:       463  2.28%
# False negatives:      2999  10.11%
# TCR(l=50): 1.134001  SpamRecall: 89.886%  SpamPrec: 98.293%

##### 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: 159264  98.79%
# Correctly spam:     156356  65.96%
# False positives:      1948  1.21%
# False negatives:     80675  34.04%
# TCR(l=50): 1.331074  SpamRecall: 65.964%  SpamPrec: 98.769%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20083  98.87%
# Correctly spam:      19606  66.12%
# False positives:       229  1.13%
# False negatives:     10047  33.88%
# TCR(l=50): 1.379402  SpamRecall: 66.118%  SpamPrec: 98.845%