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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 765968  44.652%  (99.532% of non-spam corpus)
# Correctly spam:     794714  46.328%  (84.022% of spam corpus)
# False positives:      3599  0.210%  (0.468% of nonspam, 129180 weighted)
# False negatives:    151131  8.810%  (15.978% of spam, 357225 weighted)
# Average score for spam:  12.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1715412  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95497  99.55%
# Correctly spam:      99335  84.07%
# False positives:       433  0.45%
# False negatives:     18824  15.93%
# TCR(l=50): 2.919380  SpamRecall: 84.069%  SpamPrec: 99.566%

##### 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: 754636  98.06%
# Correctly spam:     532827  56.33%
# False positives:     14931  1.94%
# False negatives:    413018  43.67%
# TCR(l=50): 0.815687  SpamRecall: 56.333%  SpamPrec: 97.274%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94051  98.04%
# Correctly spam:      66337  56.14%
# False positives:      1879  1.96%
# False negatives:     51822  43.86%
# TCR(l=50): 0.810574  SpamRecall: 56.142%  SpamPrec: 97.246%