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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175866  29.875%  (94.568% of non-spam corpus)
# Correctly spam:     264685  44.964%  (65.728% of spam corpus)
# False positives:     10102  1.716%  (5.432% of nonspam, 670477 weighted)
# False negatives:    138010  23.445%  (34.272% of spam, 299878 weighted)
# Average score for spam:  9.1    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              588663  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22098  94.67%
# Correctly spam:      32956  65.60%
# False positives:      1243  5.33%
# False negatives:     17281  34.40%
# TCR(l=50): 0.632461  SpamRecall: 65.601%  SpamPrec: 96.365%

##### 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: 176593  94.96%
# Correctly spam:     101848  25.29%
# False positives:      9375  5.04%
# False negatives:    300847  74.71%
# TCR(l=50): 0.523254  SpamRecall: 25.292%  SpamPrec: 91.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22188  95.06%
# Correctly spam:      12699  25.28%
# False positives:      1153  4.94%
# False negatives:     37538  74.72%
# TCR(l=50): 0.527766  SpamRecall: 25.278%  SpamPrec: 91.676%