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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 538845  42.003%  (99.902% of non-spam corpus)
# Correctly spam:     668727  52.127%  (89.943% of spam corpus)
# False positives:       531  0.041%  (0.098% of nonspam,  47741 weighted)
# False negatives:     74773  5.829%  (10.057% of spam, 160191 weighted)
# Average score for spam:  15.4    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              1282876  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67302  99.89%
# Correctly spam:      83330  89.87%
# False positives:        72  0.11%
# False negatives:      9397  10.13%
# TCR(l=50): 7.134493  SpamRecall: 89.866%  SpamPrec: 99.914%

##### 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: 537440  99.64%
# Correctly spam:     555861  74.76%
# False positives:      1936  0.36%
# False negatives:    187639  25.24%
# TCR(l=50): 2.613917  SpamRecall: 74.763%  SpamPrec: 99.653%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67130  99.64%
# Correctly spam:      69512  74.96%
# False positives:       244  0.36%
# False negatives:     23215  25.04%
# TCR(l=50): 2.618297  SpamRecall: 74.964%  SpamPrec: 99.650%