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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133290  24.771%  (96.094% of non-spam corpus)
# Correctly spam:     220490  40.977%  (55.208% of spam corpus)
# False positives:      5418  1.007%  (3.906% of nonspam, 469543 weighted)
# False negatives:    178890  33.245%  (44.792% of spam, 515365 weighted)
# Average score for spam:  12.9    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              538088  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16731  96.31%
# Correctly spam:      27712  55.62%
# False positives:       641  3.69%
# False negatives:     22110  44.38%
# TCR(l=50): 0.919904  SpamRecall: 55.622%  SpamPrec: 97.739%

##### 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: 133443  96.20%
# Correctly spam:     175016  43.82%
# False positives:      5265  3.80%
# False negatives:    224364  56.18%
# TCR(l=50): 0.819049  SpamRecall: 43.822%  SpamPrec: 97.080%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16743  96.38%
# Correctly spam:      21981  44.12%
# False positives:       629  3.62%
# False negatives:     27841  55.88%
# TCR(l=50): 0.840296  SpamRecall: 44.119%  SpamPrec: 97.218%