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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146911  50.948%  (99.577% of non-spam corpus)
# Correctly spam:     113952  39.518%  (80.919% of spam corpus)
# False positives:       624  0.216%  (0.423% of nonspam,  35417 weighted)
# False negatives:     26870  9.318%  (19.081% of spam,  51804 weighted)
# Average score for spam:  12.6    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 1.9
# TOTAL:              288357  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18437  99.53%
# Correctly spam:      14332  81.18%
# False positives:        87  0.47%
# False negatives:      3322  18.82%
# TCR(l=50): 2.301095  SpamRecall: 81.183%  SpamPrec: 99.397%

##### 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: 147184  99.76%
# Correctly spam:      89986  63.90%
# False positives:       351  0.24%
# False negatives:     50836  36.10%
# TCR(l=50): 2.059223  SpamRecall: 63.901%  SpamPrec: 99.611%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18478  99.75%
# Correctly spam:      11379  64.46%
# False positives:        46  0.25%
# False negatives:      6275  35.54%
# TCR(l=50): 2.058776  SpamRecall: 64.456%  SpamPrec: 99.597%