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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181354  45.067%  (96.203% of non-spam corpus)
# Correctly spam:     142076  35.306%  (66.422% of spam corpus)
# False positives:      7157  1.779%  (3.797% of nonspam, 252555 weighted)
# False negatives:     71824  17.848%  (33.578% of spam, 194035 weighted)
# Average score for spam:  10.8    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              402411  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22707  95.96%
# Correctly spam:      17727  66.17%
# False positives:       956  4.04%
# False negatives:      9063  33.83%
# TCR(l=50): 0.471132  SpamRecall: 66.170%  SpamPrec: 94.883%

##### 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: 182708  96.92%
# Correctly spam:      51509  24.08%
# False positives:      5803  3.08%
# False negatives:    162391  75.92%
# TCR(l=50): 0.472664  SpamRecall: 24.081%  SpamPrec: 89.875%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22901  96.78%
# Correctly spam:       6411  23.93%
# False positives:       762  3.22%
# False negatives:     20379  76.07%
# TCR(l=50): 0.458113  SpamRecall: 23.931%  SpamPrec: 89.377%