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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149230  27.646%  (97.304% of non-spam corpus)
# Correctly spam:     312227  57.842%  (80.798% of spam corpus)
# False positives:      4134  0.766%  (2.696% of nonspam, 320112 weighted)
# False negatives:     74201  13.746%  (19.202% of spam, 186724 weighted)
# Average score for spam:  10.1    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              539792  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18711  96.97%
# Correctly spam:      38990  81.02%
# False positives:       584  3.03%
# False negatives:      9133  18.98%
# TCR(l=50): 1.255394  SpamRecall: 81.022%  SpamPrec: 98.524%

##### 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: 148902  97.09%
# Correctly spam:     127885  33.09%
# False positives:      4462  2.91%
# False negatives:    258543  66.91%
# TCR(l=50): 0.802312  SpamRecall: 33.094%  SpamPrec: 96.629%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18764  97.25%
# Correctly spam:      15878  32.99%
# False positives:       531  2.75%
# False negatives:     32245  67.01%
# TCR(l=50): 0.818488  SpamRecall: 32.995%  SpamPrec: 96.764%