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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168925  15.592%  (93.180% of non-spam corpus)
# Correctly spam:     729596  67.345%  (80.879% of spam corpus)
# False positives:     12364  1.141%  (6.820% of nonspam, 1643619 weighted)
# False negatives:    172490  15.922%  (19.121% of spam, 385607 weighted)
# Average score for spam:  8.1    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              1083375  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21254  93.36%
# Correctly spam:      92379  82.03%
# False positives:      1512  6.64%
# False negatives:     20243  17.97%
# TCR(l=50): 1.175068  SpamRecall: 82.026%  SpamPrec: 98.390%

##### 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: 179484  99.00%
# Correctly spam:     204682  22.69%
# False positives:      1805  1.00%
# False negatives:    697404  77.31%
# TCR(l=50): 1.145282  SpamRecall: 22.690%  SpamPrec: 99.126%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22514  98.89%
# Correctly spam:      25801  22.91%
# False positives:       252  1.11%
# False negatives:     86821  77.09%
# TCR(l=50): 1.132779  SpamRecall: 22.909%  SpamPrec: 99.033%
