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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152747  44.564%  (97.619% of non-spam corpus)
# Correctly spam:     132004  38.512%  (70.861% of spam corpus)
# False positives:      3725  1.087%  (2.381% of nonspam, 131050 weighted)
# False negatives:     54282  15.837%  (29.139% of spam, 132529 weighted)
# Average score for spam:  10.9    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              342758  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19239  97.74%
# Correctly spam:      16642  71.17%
# False positives:       444  2.26%
# False negatives:      6741  28.83%
# TCR(l=50): 0.807954  SpamRecall: 71.171%  SpamPrec: 97.401%

##### 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: 152730  97.61%
# Correctly spam:      54423  29.21%
# False positives:      3742  2.39%
# False negatives:    131863  70.79%
# TCR(l=50): 0.584036  SpamRecall: 29.215%  SpamPrec: 93.567%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19241  97.75%
# Correctly spam:       6806  29.11%
# False positives:       442  2.25%
# False negatives:     16577  70.89%
# TCR(l=50): 0.604571  SpamRecall: 29.107%  SpamPrec: 93.902%