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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 224647  34.083%  (98.878% of non-spam corpus)
# Correctly spam:     299767  45.480%  (69.403% of spam corpus)
# False positives:      2549  0.387%  (1.122% of nonspam, 150326 weighted)
# False negatives:    132154  20.050%  (30.597% of spam, 342467 weighted)
# Average score for spam:  8.4    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              659117  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28108  98.84%
# Correctly spam:      37379  69.42%
# False positives:       329  1.16%
# False negatives:     16465  30.58%
# TCR(l=50): 1.635850  SpamRecall: 69.421%  SpamPrec: 99.128%

##### 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: 219812  96.75%
# Correctly spam:     164722  38.14%
# False positives:      7384  3.25%
# False negatives:    267199  61.86%
# TCR(l=50): 0.678695  SpamRecall: 38.137%  SpamPrec: 95.710%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27513  96.75%
# Correctly spam:      20635  38.32%
# False positives:       924  3.25%
# False negatives:     33209  61.68%
# TCR(l=50): 0.678059  SpamRecall: 38.324%  SpamPrec: 95.714%