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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132838  26.414%  (98.417% of non-spam corpus)
# Correctly spam:     355380  70.664%  (96.587% of spam corpus)
# False positives:      2136  0.425%  (1.583% of nonspam, 187086 weighted)
# False negatives:     12559  2.497%  (3.413% of spam,  31900 weighted)
# Average score for spam:  13.0    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              502913  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16632  98.34%
# Correctly spam:      44370  96.78%
# False positives:       281  1.66%
# False negatives:      1475  3.22%
# TCR(l=50): 2.952979  SpamRecall: 96.783%  SpamPrec: 99.371%

##### 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: 133858  99.17%
# Correctly spam:     243255  66.11%
# False positives:      1116  0.83%
# False negatives:    124684  33.89%
# TCR(l=50): 2.038624  SpamRecall: 66.113%  SpamPrec: 99.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16764  99.12%
# Correctly spam:      30548  66.63%
# False positives:       149  0.88%
# False negatives:     15297  33.37%
# TCR(l=50): 2.015431  SpamRecall: 66.633%  SpamPrec: 99.515%