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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173775  55.656%  (99.507% of non-spam corpus)
# Correctly spam:      98016  31.392%  (71.235% of spam corpus)
# False positives:       861  0.276%  (0.493% of nonspam,  43921 weighted)
# False negatives:     39579  12.676%  (28.765% of spam,  83423 weighted)
# Average score for spam:  9.8    nonspam: -0.1
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              312231  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21817  99.48%
# Correctly spam:      12265  71.15%
# False positives:       115  0.52%
# False negatives:      4974  28.85%
# TCR(l=50): 1.607516  SpamRecall: 71.147%  SpamPrec: 99.071%

##### 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: 174248  99.78%
# Correctly spam:      51740  37.60%
# False positives:       388  0.22%
# False negatives:     85855  62.40%
# TCR(l=50): 1.307254  SpamRecall: 37.603%  SpamPrec: 99.256%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21884  99.78%
# Correctly spam:       6521  37.83%
# False positives:        48  0.22%
# False negatives:     10718  62.17%
# TCR(l=50): 1.314148  SpamRecall: 37.827%  SpamPrec: 99.269%