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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309455  74.671%  (99.136% of non-spam corpus)
# Correctly spam:      70754  17.073%  (69.181% of spam corpus)
# False positives:      2697  0.651%  (0.864% of nonspam,  86490 weighted)
# False negatives:     31520  7.606%  (30.819% of spam,  52259 weighted)
# Average score for spam:  12.3    nonspam: -0.2
# Average for false-pos:   9.8  false-neg: 1.7
# TOTAL:              414426  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38627  99.17%
# Correctly spam:       8947  69.24%
# False positives:       322  0.83%
# False negatives:      3975  30.76%
# TCR(l=50): 0.643686  SpamRecall: 69.239%  SpamPrec: 96.526%

##### 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: 309718  99.22%
# Correctly spam:      58519  57.22%
# False positives:      2434  0.78%
# False negatives:     43755  42.78%
# TCR(l=50): 0.618138  SpamRecall: 57.218%  SpamPrec: 96.007%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38653  99.24%
# Correctly spam:       7480  57.89%
# False positives:       296  0.76%
# False negatives:      5442  42.11%
# TCR(l=50): 0.638376  SpamRecall: 57.886%  SpamPrec: 96.193%
