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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145369  12.148%  (98.529% of non-spam corpus)
# Correctly spam:     873725  73.012%  (83.279% of spam corpus)
# False positives:      2171  0.181%  (1.471% of nonspam, 485740 weighted)
# False negatives:    175425  14.659%  (16.721% of spam, 401593 weighted)
# Average score for spam:  7.5    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              1196690  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18250  98.52%
# Correctly spam:     108848  83.09%
# False positives:       275  1.48%
# False negatives:     22146  16.91%
# TCR(l=50): 3.649265  SpamRecall: 83.094%  SpamPrec: 99.748%

##### 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: 146106  99.03%
# Correctly spam:     201864  19.24%
# False positives:      1434  0.97%
# False negatives:    847286  80.76%
# TCR(l=50): 1.141639  SpamRecall: 19.241%  SpamPrec: 99.295%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18353  99.07%
# Correctly spam:      25207  19.24%
# False positives:       172  0.93%
# False negatives:    105787  80.76%
# TCR(l=50): 1.145183  SpamRecall: 19.243%  SpamPrec: 99.322%