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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165683  28.423%  (98.212% of non-spam corpus)
# Correctly spam:     372043  63.825%  (89.819% of spam corpus)
# False positives:      3016  0.517%  (1.788% of nonspam, 237930 weighted)
# False negatives:     42171  7.235%  (10.181% of spam, 117778 weighted)
# Average score for spam:  15.8    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              582913  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20868  98.17%
# Correctly spam:      46184  89.46%
# False positives:       388  1.83%
# False negatives:      5441  10.54%
# TCR(l=50): 2.078217  SpamRecall: 89.461%  SpamPrec: 99.167%

##### 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: 167395  99.23%
# Correctly spam:     171699  41.45%
# False positives:      1304  0.77%
# False negatives:    242515  58.55%
# TCR(l=50): 1.346096  SpamRecall: 41.452%  SpamPrec: 99.246%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21103  99.28%
# Correctly spam:      21274  41.21%
# False positives:       153  0.72%
# False negatives:     30351  58.79%
# TCR(l=50): 1.358517  SpamRecall: 41.209%  SpamPrec: 99.286%