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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180324  27.534%  (98.008% of non-spam corpus)
# Correctly spam:     292741  44.699%  (62.164% of spam corpus)
# False positives:      3666  0.560%  (1.992% of nonspam, 282509 weighted)
# False negatives:    178178  27.207%  (37.836% of spam, 538744 weighted)
# Average score for spam:  6.4    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              654909  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22603  97.83%
# Correctly spam:      36371  61.91%
# False positives:       501  2.17%
# False negatives:     22379  38.09%
# TCR(l=50): 1.238694  SpamRecall: 61.908%  SpamPrec: 98.641%

##### 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: 179852  97.75%
# Correctly spam:      61708  13.10%
# False positives:      4138  2.25%
# False negatives:    409211  86.90%
# TCR(l=50): 0.764341  SpamRecall: 13.104%  SpamPrec: 93.716%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22564  97.66%
# Correctly spam:       7626  12.98%
# False positives:       540  2.34%
# False negatives:     51124  87.02%
# TCR(l=50): 0.752010  SpamRecall: 12.980%  SpamPrec: 93.387%