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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134833  13.176%  (98.400% of non-spam corpus)
# Correctly spam:     829564  81.064%  (93.597% of spam corpus)
# False positives:      2192  0.214%  (1.600% of nonspam, 466273 weighted)
# False negatives:     56751  5.546%  (6.403% of spam, 167821 weighted)
# Average score for spam:  13.6    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 3.0
# TOTAL:              1023340  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16860  98.24%
# Correctly spam:     104041  94.05%
# False positives:       302  1.76%
# False negatives:      6580  5.95%
# TCR(l=50): 5.102445  SpamRecall: 94.052%  SpamPrec: 99.711%

##### 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: 135202  98.67%
# Correctly spam:     339908  38.35%
# False positives:      1823  1.33%
# False negatives:    546407  61.65%
# TCR(l=50): 1.390174  SpamRecall: 38.351%  SpamPrec: 99.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16923  98.61%
# Correctly spam:      42191  38.14%
# False positives:       239  1.39%
# False negatives:     68430  61.86%
# TCR(l=50): 1.376225  SpamRecall: 38.140%  SpamPrec: 99.437%