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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 913952  62.893%  (99.321% of non-spam corpus)
# Correctly spam:     456322  31.402%  (85.617% of spam corpus)
# False positives:      6252  0.430%  (0.679% of nonspam, 326733 weighted)
# False negatives:     76656  5.275%  (14.383% of spam, 155106 weighted)
# Average score for spam:  13.7    nonspam: -1.8
# Average for false-pos:   9.0  false-neg: 2.0
# TOTAL:              1453182  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113069  98.47%
# Correctly spam:      57065  85.72%
# False positives:      1760  1.53%
# False negatives:      9508  14.28%
# TCR(l=50): 0.682744  SpamRecall: 85.718%  SpamPrec: 97.008%

##### 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: 915023  99.44%
# Correctly spam:     300495  56.38%
# False positives:      5181  0.56%
# False negatives:    232483  43.62%
# TCR(l=50): 1.084318  SpamRecall: 56.380%  SpamPrec: 98.305%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 114192  99.45%
# Correctly spam:      37463  56.27%
# False positives:       637  0.55%
# False negatives:     29110  43.73%
# TCR(l=50): 1.092077  SpamRecall: 56.274%  SpamPrec: 98.328%