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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 352996  55.303%  (99.405% of non-spam corpus)
# Correctly spam:     201738  31.606%  (71.237% of spam corpus)
# False positives:      2112  0.331%  (0.595% of nonspam,  96568 weighted)
# False negatives:     81453  12.761%  (28.763% of spam, 158831 weighted)
# Average score for spam:  8.9    nonspam: 0.4
# Average for false-pos:   5.7  false-neg: 1.9
# TOTAL:              638299  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43982  99.35%
# Correctly spam:      25392  71.69%
# False positives:       288  0.65%
# False negatives:     10026  28.31%
# TCR(l=50): 1.450012  SpamRecall: 71.692%  SpamPrec: 98.879%

##### 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: 353789  99.63%
# Correctly spam:     109494  38.66%
# False positives:      1319  0.37%
# False negatives:    173697  61.34%
# TCR(l=50): 1.181701  SpamRecall: 38.664%  SpamPrec: 98.810%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44097  99.61%
# Correctly spam:      13718  38.73%
# False positives:       173  0.39%
# False negatives:     21700  61.27%
# TCR(l=50): 1.166985  SpamRecall: 38.732%  SpamPrec: 98.755%