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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 896075  35.294%  (99.734% of non-spam corpus)
# Correctly spam:     423552  16.683%  (25.820% of spam corpus)
# False positives:      2387  0.094%  (0.266% of nonspam, 130948 weighted)
# False negatives:    1216869  47.929%  (74.180% of spam, 2577748 weighted)
# Average score for spam:  3.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              2538883  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111824  99.70%
# Correctly spam:      53010  25.86%
# False positives:       333  0.30%
# False negatives:    151976  74.14%
# TCR(l=50): 1.215625  SpamRecall: 25.860%  SpamPrec: 99.376%

##### 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: 886776  98.70%
# Correctly spam:     327822  19.98%
# False positives:     11686  1.30%
# False negatives:    1312599  80.02%
# TCR(l=50): 0.864791  SpamRecall: 19.984%  SpamPrec: 96.558%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110701  98.70%
# Correctly spam:      40655  19.83%
# False positives:      1456  1.30%
# False negatives:    164331  80.17%
# TCR(l=50): 0.864442  SpamRecall: 19.833%  SpamPrec: 96.542%