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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 230968  20.585%  (99.689% of non-spam corpus)
# Correctly spam:     739267  65.888%  (83.035% of spam corpus)
# False positives:       720  0.064%  (0.311% of nonspam,  89844 weighted)
# False negatives:    151046  13.462%  (16.965% of spam, 250825 weighted)
# Average score for spam:  16.7    nonspam: 0.6
# Average for false-pos:   6.5  false-neg: 1.7
# TOTAL:              1122001  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28862  99.48%
# Correctly spam:      92187  82.91%
# False positives:       150  0.52%
# False negatives:     19008  17.09%
# TCR(l=50): 4.194771  SpamRecall: 82.906%  SpamPrec: 99.838%

##### 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: 225253  97.22%
# Correctly spam:     495252  55.63%
# False positives:      6435  2.78%
# False negatives:    395061  44.37%
# TCR(l=50): 1.242047  SpamRecall: 55.627%  SpamPrec: 98.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28201  97.20%
# Correctly spam:      62027  55.78%
# False positives:       811  2.80%
# False negatives:     49168  44.22%
# TCR(l=50): 1.239383  SpamRecall: 55.782%  SpamPrec: 98.709%