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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151970  24.106%  (97.331% of non-spam corpus)
# Correctly spam:     333208  52.854%  (70.253% of spam corpus)
# False positives:      4167  0.661%  (2.669% of nonspam, 406960 weighted)
# False negatives:    141088  22.380%  (29.747% of spam, 359022 weighted)
# Average score for spam:  9.4    nonspam: -0.0
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              630433  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19137  97.48%
# Correctly spam:      41586  70.28%
# False positives:       495  2.52%
# False negatives:     17590  29.72%
# TCR(l=50): 1.397638  SpamRecall: 70.275%  SpamPrec: 98.824%

##### 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: 153599  98.37%
# Correctly spam:     225101  47.46%
# False positives:      2538  1.63%
# False negatives:    249195  52.54%
# TCR(l=50): 1.261107  SpamRecall: 47.460%  SpamPrec: 98.885%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19319  98.41%
# Correctly spam:      28102  47.49%
# False positives:       313  1.59%
# False negatives:     31074  52.51%
# TCR(l=50): 1.266501  SpamRecall: 47.489%  SpamPrec: 98.898%