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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 311821  45.539%  (99.753% of non-spam corpus)
# Correctly spam:     301709  44.062%  (81.074% of spam corpus)
# False positives:       772  0.113%  (0.247% of nonspam,  29282 weighted)
# False negatives:     70431  10.286%  (18.926% of spam, 113547 weighted)
# Average score for spam:  9.8    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 1.6
# TOTAL:              684733  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38887  99.69%
# Correctly spam:      37657  81.26%
# False positives:       119  0.31%
# False negatives:      8685  18.74%
# TCR(l=50): 3.166519  SpamRecall: 81.259%  SpamPrec: 99.685%

##### 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: 304027  97.26%
# Correctly spam:     218141  58.62%
# False positives:      8566  2.74%
# False negatives:    153999  41.38%
# TCR(l=50): 0.639087  SpamRecall: 58.618%  SpamPrec: 96.222%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37881  97.12%
# Correctly spam:      27211  58.72%
# False positives:      1125  2.88%
# False negatives:     19131  41.28%
# TCR(l=50): 0.614770  SpamRecall: 58.718%  SpamPrec: 96.030%