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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 538838  41.997%  (99.900% of non-spam corpus)
# Correctly spam:     668506  52.103%  (89.892% of spam corpus)
# False positives:       538  0.042%  (0.100% of nonspam,  48151 weighted)
# False negatives:     75169  5.859%  (10.108% of spam, 161703 weighted)
# Average score for spam:  15.4    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              1283051  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:      83392  89.91%
# False positives:        72  0.11%
# False negatives:      9355  10.09%
# TCR(l=50): 7.159166  SpamRecall: 89.913%  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:     555972  74.76%
# False positives:      1936  0.36%
# False negatives:    187703  25.24%
# TCR(l=50): 2.613944  SpamRecall: 74.760%  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:      69408  74.84%
# False positives:       244  0.36%
# False negatives:     23339  25.16%
# TCR(l=50): 2.609725  SpamRecall: 74.836%  SpamPrec: 99.650%