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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152556  37.648%  (99.491% of non-spam corpus)
# Correctly spam:     152165  37.552%  (60.413% of spam corpus)
# False positives:       781  0.193%  (0.509% of nonspam,  90069 weighted)
# False negatives:     99711  24.607%  (39.587% of spam, 283829 weighted)
# Average score for spam:  8.1    nonspam: -0.5
# Average for false-pos:   7.0  false-neg: 2.8
# TOTAL:              405213  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19168  99.35%
# Correctly spam:      19136  60.86%
# False positives:       125  0.65%
# False negatives:     12307  39.14%
# TCR(l=50): 1.694401  SpamRecall: 60.859%  SpamPrec: 99.351%

##### 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: 152790  99.64%
# Correctly spam:      55128  21.89%
# False positives:       547  0.36%
# False negatives:    196748  78.11%
# TCR(l=50): 1.123955  SpamRecall: 21.887%  SpamPrec: 99.018%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19203  99.53%
# Correctly spam:       6944  22.08%
# False positives:        90  0.47%
# False negatives:     24499  77.92%
# TCR(l=50): 1.084279  SpamRecall: 22.084%  SpamPrec: 98.721%