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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 274494  25.020%  (95.885% of non-spam corpus)
# Correctly spam:     689739  62.869%  (85.065% of spam corpus)
# False positives:     11780  1.074%  (4.115% of nonspam, 986541 weighted)
# False negatives:    121095  11.038%  (14.935% of spam, 329599 weighted)
# Average score for spam:  11.4    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              1097108  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34262  95.73%
# Correctly spam:      86326  85.42%
# False positives:      1528  4.27%
# False negatives:     14735  14.58%
# TCR(l=50): 1.108915  SpamRecall: 85.420%  SpamPrec: 98.261%

##### 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: 274109  95.75%
# Correctly spam:     521213  64.28%
# False positives:     12165  4.25%
# False negatives:    289621  35.72%
# TCR(l=50): 0.903063  SpamRecall: 64.281%  SpamPrec: 97.719%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34297  95.83%
# Correctly spam:      65015  64.33%
# False positives:      1493  4.17%
# False negatives:     36046  35.67%
# TCR(l=50): 0.912960  SpamRecall: 64.332%  SpamPrec: 97.755%