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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167552  45.406%  (97.044% of non-spam corpus)
# Correctly spam:     145409  39.405%  (74.055% of spam corpus)
# False positives:      5104  1.383%  (2.956% of nonspam, 174904 weighted)
# False negatives:     50944  13.806%  (25.945% of spam, 129778 weighted)
# Average score for spam:  12.0    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              369009  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21054  96.94%
# Correctly spam:      18221  74.24%
# False positives:       665  3.06%
# False negatives:      6324  25.76%
# TCR(l=50): 0.620230  SpamRecall: 74.235%  SpamPrec: 96.479%

##### 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: 167848  97.22%
# Correctly spam:      78375  39.92%
# False positives:      4808  2.78%
# False negatives:    117978  60.08%
# TCR(l=50): 0.547894  SpamRecall: 39.915%  SpamPrec: 94.220%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21108  97.19%
# Correctly spam:       9902  40.34%
# False positives:       611  2.81%
# False negatives:     14643  59.66%
# TCR(l=50): 0.543115  SpamRecall: 40.342%  SpamPrec: 94.188%