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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149851  48.846%  (97.599% of non-spam corpus)
# Correctly spam:     104992  34.223%  (68.512% of spam corpus)
# False positives:      3687  1.202%  (2.401% of nonspam, 110735 weighted)
# False negatives:     48255  15.729%  (31.488% of spam,  95995 weighted)
# Average score for spam:  9.6    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              306785  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18817  97.43%
# Correctly spam:      13162  68.28%
# False positives:       497  2.57%
# False negatives:      6115  31.72%
# TCR(l=50): 0.622542  SpamRecall: 68.278%  SpamPrec: 96.361%

##### 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: 150220  97.84%
# Correctly spam:      40458  26.40%
# False positives:      3318  2.16%
# False negatives:    112789  73.60%
# TCR(l=50): 0.549885  SpamRecall: 26.401%  SpamPrec: 92.421%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18872  97.71%
# Correctly spam:       5151  26.72%
# False positives:       442  2.29%
# False negatives:     14126  73.28%
# TCR(l=50): 0.532132  SpamRecall: 26.721%  SpamPrec: 92.097%