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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 754961  43.821%  (97.788% of non-spam corpus)
# Correctly spam:     869871  50.491%  (91.490% of spam corpus)
# False positives:     17078  0.991%  (2.212% of nonspam, 1653380 weighted)
# False negatives:     80916  4.697%  (8.510% of spam, 154818 weighted)
# Average score for spam:  16.5    nonspam: -2.3
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              1722826  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94115  97.81%
# Correctly spam:     108570  91.43%
# False positives:      2111  2.19%
# False negatives:     10180  8.57%
# TCR(l=50): 1.026095  SpamRecall: 91.427%  SpamPrec: 98.093%

##### 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: 769292  99.64%
# Correctly spam:     666240  70.07%
# False positives:      2747  0.36%
# False negatives:    284547  29.93%
# TCR(l=50): 2.253600  SpamRecall: 70.072%  SpamPrec: 99.589%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95855  99.61%
# Correctly spam:      83033  69.92%
# False positives:       371  0.39%
# False negatives:     35717  30.08%
# TCR(l=50): 2.188254  SpamRecall: 69.923%  SpamPrec: 99.555%