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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174749  45.363%  (99.480% of non-spam corpus)
# Correctly spam:     151197  39.250%  (72.151% of spam corpus)
# False positives:       914  0.237%  (0.520% of nonspam,  79243 weighted)
# False negatives:     58360  15.150%  (27.849% of spam, 135423 weighted)
# Average score for spam:  10.4    nonspam: -1.2
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              385220  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21969  99.48%
# Correctly spam:      19026  72.57%
# False positives:       115  0.52%
# False negatives:      7191  27.43%
# TCR(l=50): 2.025887  SpamRecall: 72.571%  SpamPrec: 99.399%

##### 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: 175019  99.63%
# Correctly spam:      93740  44.73%
# False positives:       644  0.37%
# False negatives:    115817  55.27%
# TCR(l=50): 1.415763  SpamRecall: 44.732%  SpamPrec: 99.318%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22005  99.64%
# Correctly spam:      11726  44.73%
# False positives:        79  0.36%
# False negatives:     14491  55.27%
# TCR(l=50): 1.421669  SpamRecall: 44.727%  SpamPrec: 99.331%