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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 207771  38.706%  (87.187% of non-spam corpus)
# Correctly spam:     248996  46.386%  (83.418% of spam corpus)
# False positives:     30534  5.688%  (12.813% of nonspam, 3898851 weighted)
# False negatives:     49496  9.221%  (16.582% of spam, 134950 weighted)
# Average score for spam:  9.8    nonspam: 1.2
# Average for false-pos:   10.2  false-neg: 2.7
# TOTAL:              536797  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25985  87.15%
# Correctly spam:      31051  83.36%
# False positives:      3831  12.85%
# False negatives:      6197  16.64%
# TCR(l=50): 0.188362  SpamRecall: 83.363%  SpamPrec: 89.017%

##### 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: 225891  94.79%
# Correctly spam:      57634  19.31%
# False positives:     12414  5.21%
# False negatives:    240858  80.69%
# TCR(l=50): 0.346456  SpamRecall: 19.308%  SpamPrec: 82.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28219  94.64%
# Correctly spam:       7218  19.38%
# False positives:      1597  5.36%
# False negatives:     30030  80.62%
# TCR(l=50): 0.338988  SpamRecall: 19.378%  SpamPrec: 81.883%