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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143197  21.673%  (98.043% of non-spam corpus)
# Correctly spam:     338411  51.219%  (65.755% of spam corpus)
# False positives:      2858  0.433%  (1.957% of nonspam, 303279 weighted)
# False negatives:    176244  26.675%  (34.245% of spam, 585085 weighted)
# Average score for spam:  7.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              660710  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17948  97.92%
# Correctly spam:      42388  65.93%
# False positives:       382  2.08%
# False negatives:     21900  34.07%
# TCR(l=50): 1.568000  SpamRecall: 65.935%  SpamPrec: 99.107%

##### 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: 142599  97.63%
# Correctly spam:     313135  60.84%
# False positives:      3456  2.37%
# False negatives:    201520  39.16%
# TCR(l=50): 1.374906  SpamRecall: 60.844%  SpamPrec: 98.908%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17901  97.66%
# Correctly spam:      39090  60.80%
# False positives:       429  2.34%
# False negatives:     25198  39.20%
# TCR(l=50): 1.378151  SpamRecall: 60.805%  SpamPrec: 98.914%