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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 230130  20.840%  (97.746% of non-spam corpus)
# Correctly spam:     479965  43.464%  (55.241% of spam corpus)
# False positives:      5306  0.480%  (2.254% of nonspam, 574711 weighted)
# False negatives:    388888  35.216%  (44.759% of spam, 877395 weighted)
# Average score for spam:  5.9    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1104289  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28810  97.74%
# Correctly spam:      60280  55.58%
# False positives:       667  2.26%
# False negatives:     48173  44.42%
# TCR(l=50): 1.330336  SpamRecall: 55.582%  SpamPrec: 98.906%

##### 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: 230527  97.91%
# Correctly spam:     364852  41.99%
# False positives:      4909  2.09%
# False negatives:    504001  58.01%
# TCR(l=50): 1.159319  SpamRecall: 41.992%  SpamPrec: 98.672%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28895  98.03%
# Correctly spam:      45653  42.09%
# False positives:       582  1.97%
# False negatives:     62800  57.91%
# TCR(l=50): 1.180120  SpamRecall: 42.095%  SpamPrec: 98.741%