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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 406223  36.899%  (99.597% of non-spam corpus)
# Correctly spam:     548226  49.798%  (79.105% of spam corpus)
# False positives:      1645  0.149%  (0.403% of nonspam, 173564 weighted)
# False negatives:    144813  13.154%  (20.895% of spam, 307017 weighted)
# Average score for spam:  12.1    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1100907  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50668  99.62%
# Correctly spam:      68411  79.14%
# False positives:       195  0.38%
# False negatives:     18035  20.86%
# TCR(l=50): 3.111247  SpamRecall: 79.137%  SpamPrec: 99.716%

##### 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: 406029  99.55%
# Correctly spam:     360235  51.98%
# False positives:      1839  0.45%
# False negatives:    332804  48.02%
# TCR(l=50): 1.631624  SpamRecall: 51.979%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50655  99.59%
# Correctly spam:      44923  51.97%
# False positives:       208  0.41%
# False negatives:     41523  48.03%
# TCR(l=50): 1.664888  SpamRecall: 51.967%  SpamPrec: 99.539%