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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 572157  67.974%  (99.650% of non-spam corpus)
# Correctly spam:     179629  21.340%  (67.136% of spam corpus)
# False positives:      2012  0.239%  (0.350% of nonspam,  28004 weighted)
# False negatives:     87932  10.447%  (32.864% of spam, 182066 weighted)
# Average score for spam:  8.6    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              841730  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71320  99.53%
# Correctly spam:      22529  67.34%
# False positives:       335  0.47%
# False negatives:     10928  32.66%
# TCR(l=50): 1.208794  SpamRecall: 67.337%  SpamPrec: 98.535%

##### 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: 565352  98.46%
# Correctly spam:      97317  36.37%
# False positives:      8817  1.54%
# False negatives:    170244  63.63%
# TCR(l=50): 0.437839  SpamRecall: 36.372%  SpamPrec: 91.693%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70563  98.48%
# Correctly spam:      12312  36.80%
# False positives:      1092  1.52%
# False negatives:     21145  63.20%
# TCR(l=50): 0.441706  SpamRecall: 36.799%  SpamPrec: 91.853%