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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200745  25.856%  (96.946% of non-spam corpus)
# Correctly spam:     140740  18.127%  (24.721% of spam corpus)
# False positives:      6324  0.815%  (3.054% of nonspam, 520106 weighted)
# False negatives:    428582  55.202%  (75.279% of spam, 976879 weighted)
# Average score for spam:  3.8    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              776391  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25117  96.89%
# Correctly spam:      17540  24.68%
# False positives:       806  3.11%
# False negatives:     53521  75.32%
# TCR(l=50): 0.757410  SpamRecall: 24.683%  SpamPrec: 95.607%

##### 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: 200966  97.05%
# Correctly spam:      88009  15.46%
# False positives:      6103  2.95%
# False negatives:    481313  84.54%
# TCR(l=50): 0.723902  SpamRecall: 15.459%  SpamPrec: 93.515%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25154  97.03%
# Correctly spam:      11009  15.49%
# False positives:       769  2.97%
# False negatives:     60052  84.51%
# TCR(l=50): 0.721417  SpamRecall: 15.492%  SpamPrec: 93.471%