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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283877  45.372%  (99.326% of non-spam corpus)
# Correctly spam:     163792  26.179%  (48.194% of spam corpus)
# False positives:      1925  0.308%  (0.674% of nonspam,  68433 weighted)
# False negatives:    176068  28.141%  (51.806% of spam, 406626 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              625662  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35445  99.18%
# Correctly spam:      20854  49.25%
# False positives:       293  0.82%
# False negatives:     21492  50.75%
# TCR(l=50): 1.171656  SpamRecall: 49.247%  SpamPrec: 98.614%

##### 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: 279681  97.86%
# Correctly spam:      90434  26.61%
# False positives:      6121  2.14%
# False negatives:    249426  73.39%
# TCR(l=50): 0.611836  SpamRecall: 26.609%  SpamPrec: 93.661%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34976  97.87%
# Correctly spam:      11150  26.33%
# False positives:       762  2.13%
# False negatives:     31196  73.67%
# TCR(l=50): 0.611089  SpamRecall: 26.331%  SpamPrec: 93.603%
