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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144297  23.192%  (99.486% of non-spam corpus)
# Correctly spam:     370433  59.538%  (77.636% of spam corpus)
# False positives:       745  0.120%  (0.514% of nonspam, 166724 weighted)
# False negatives:    106708  17.151%  (22.364% of spam, 335937 weighted)
# Average score for spam:  8.7    nonspam: -0.6
# Average for false-pos:   6.8  false-neg: 3.1
# TOTAL:              622183  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18090  99.46%
# Correctly spam:      46352  77.87%
# False positives:        99  0.54%
# False negatives:     13174  22.13%
# TCR(l=50): 3.284374  SpamRecall: 77.868%  SpamPrec: 99.787%

##### 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: 144595  99.69%
# Correctly spam:     249456  52.28%
# False positives:       447  0.31%
# False negatives:    227685  47.72%
# TCR(l=50): 1.908297  SpamRecall: 52.281%  SpamPrec: 99.821%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18126  99.65%
# Correctly spam:      31166  52.36%
# False positives:        63  0.35%
# False negatives:     28360  47.64%
# TCR(l=50): 1.889115  SpamRecall: 52.357%  SpamPrec: 99.798%