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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 319788  43.993%  (99.739% of non-spam corpus)
# Correctly spam:     313701  43.156%  (77.214% of spam corpus)
# False positives:       838  0.115%  (0.261% of nonspam,  33961 weighted)
# False negatives:     92572  12.735%  (22.786% of spam, 148831 weighted)
# Average score for spam:  9.2    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 1.6
# TOTAL:              726899  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39828  99.72%
# Correctly spam:      39224  77.43%
# False positives:       110  0.28%
# False negatives:     11433  22.57%
# TCR(l=50): 2.991614  SpamRecall: 77.431%  SpamPrec: 99.720%

##### 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: 311447  97.14%
# Correctly spam:     224011  55.14%
# False positives:      9179  2.86%
# False negatives:    182262  44.86%
# TCR(l=50): 0.633602  SpamRecall: 55.138%  SpamPrec: 96.064%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38796  97.14%
# Correctly spam:      27999  55.27%
# False positives:      1142  2.86%
# False negatives:     22658  44.73%
# TCR(l=50): 0.635134  SpamRecall: 55.272%  SpamPrec: 96.081%