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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 379523  54.416%  (94.836% of non-spam corpus)
# Correctly spam:      95459  13.687%  (32.113% of spam corpus)
# False positives:     20664  2.963%  (5.164% of nonspam, 452474 weighted)
# False negatives:    201799  28.934%  (67.887% of spam, 519671 weighted)
# Average score for spam:  4.6    nonspam: 1.6
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              697445  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47195  94.52%
# Correctly spam:      11888  32.06%
# False positives:      2738  5.48%
# False negatives:     25189  67.94%
# TCR(l=50): 0.228745  SpamRecall: 32.063%  SpamPrec: 81.280%

##### 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: 379484  94.83%
# Correctly spam:      79029  26.59%
# False positives:     20703  5.17%
# False negatives:    218229  73.41%
# TCR(l=50): 0.237165  SpamRecall: 26.586%  SpamPrec: 79.241%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47360  94.85%
# Correctly spam:       9882  26.65%
# False positives:      2573  5.15%
# False negatives:     27195  73.35%
# TCR(l=50): 0.237909  SpamRecall: 26.653%  SpamPrec: 79.342%