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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 351680  45.546%  (97.630% of non-spam corpus)
# Correctly spam:     150805  19.531%  (36.609% of spam corpus)
# False positives:      8538  1.106%  (2.370% of nonspam, 291364 weighted)
# False negatives:    261127  33.818%  (63.391% of spam, 598118 weighted)
# Average score for spam:  5.2    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              772150  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43804  97.61%
# Correctly spam:      18850  36.71%
# False positives:      1073  2.39%
# False negatives:     32492  63.29%
# TCR(l=50): 0.596016  SpamRecall: 36.715%  SpamPrec: 94.614%

##### 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: 351999  97.72%
# Correctly spam:     121429  29.48%
# False positives:      8219  2.28%
# False negatives:    290503  70.52%
# TCR(l=50): 0.587255  SpamRecall: 29.478%  SpamPrec: 93.661%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43847  97.70%
# Correctly spam:      15231  29.67%
# False positives:      1030  2.30%
# False negatives:     36111  70.33%
# TCR(l=50): 0.586022  SpamRecall: 29.666%  SpamPrec: 93.666%