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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252740  22.051%  (99.055% of non-spam corpus)
# Correctly spam:     777247  67.814%  (87.233% of spam corpus)
# False positives:      2412  0.210%  (0.945% of nonspam, 523773 weighted)
# False negatives:    113752  9.925%  (12.767% of spam, 310498 weighted)
# Average score for spam:  11.8    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              1146151  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31569  99.03%
# Correctly spam:      97037  87.20%
# False positives:       309  0.97%
# False negatives:     14245  12.80%
# TCR(l=50): 3.747500  SpamRecall: 87.199%  SpamPrec: 99.683%

##### 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: 253651  99.41%
# Correctly spam:     516180  57.93%
# False positives:      1501  0.59%
# False negatives:    374819  42.07%
# TCR(l=50): 1.980574  SpamRecall: 57.933%  SpamPrec: 99.710%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31693  99.42%
# Correctly spam:      64541  58.00%
# False positives:       185  0.58%
# False negatives:     46741  42.00%
# TCR(l=50): 1.987498  SpamRecall: 57.998%  SpamPrec: 99.714%