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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163948  23.857%  (96.112% of non-spam corpus)
# Correctly spam:     343005  49.913%  (66.394% of spam corpus)
# False positives:      6633  0.965%  (3.888% of nonspam, 624520 weighted)
# False negatives:    173619  25.265%  (33.606% of spam, 270555 weighted)
# Average score for spam:  19.1    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 1.6
# TOTAL:              687205  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20600  95.90%
# Correctly spam:      42684  66.17%
# False positives:       880  4.10%
# False negatives:     21826  33.83%
# TCR(l=50): 0.980008  SpamRecall: 66.166%  SpamPrec: 97.980%

##### 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: 164458  96.41%
# Correctly spam:     229986  44.52%
# False positives:      6123  3.59%
# False negatives:    286638  55.48%
# TCR(l=50): 0.871516  SpamRecall: 44.517%  SpamPrec: 97.407%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20700  96.37%
# Correctly spam:      28532  44.23%
# False positives:       780  3.63%
# False negatives:     35978  55.77%
# TCR(l=50): 0.860386  SpamRecall: 44.229%  SpamPrec: 97.339%