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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180685  26.495%  (99.307% of non-spam corpus)
# Correctly spam:     481778  70.646%  (96.353% of spam corpus)
# False positives:      1260  0.185%  (0.693% of nonspam, 218180 weighted)
# False negatives:     18235  2.674%  (3.647% of spam,  52033 weighted)
# Average score for spam:  11.5    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              681958  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22696  99.30%
# Correctly spam:      60180  96.39%
# False positives:       159  0.70%
# False negatives:      2255  3.61%
# TCR(l=50): 6.118079  SpamRecall: 96.388%  SpamPrec: 99.736%

##### 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: 181311  99.65%
# Correctly spam:     243268  48.65%
# False positives:       634  0.35%
# False negatives:    256745  51.35%
# TCR(l=50): 1.733478  SpamRecall: 48.652%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22769  99.62%
# Correctly spam:      30500  48.85%
# False positives:        86  0.38%
# False negatives:     31935  51.15%
# TCR(l=50): 1.723058  SpamRecall: 48.851%  SpamPrec: 99.719%