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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185900  54.125%  (99.605% of non-spam corpus)
# Correctly spam:     124096  36.131%  (79.131% of spam corpus)
# False positives:       738  0.215%  (0.395% of nonspam,  36540 weighted)
# False negatives:     32728  9.529%  (20.869% of spam,  80075 weighted)
# Average score for spam:  10.8    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              343462  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23324  99.56%
# Correctly spam:      15650  79.33%
# False positives:       103  0.44%
# False negatives:      4078  20.67%
# TCR(l=50): 2.137841  SpamRecall: 79.329%  SpamPrec: 99.346%

##### 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: 186248  99.79%
# Correctly spam:      90418  57.66%
# False positives:       390  0.21%
# False negatives:     66406  42.34%
# TCR(l=50): 1.825530  SpamRecall: 57.656%  SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23367  99.74%
# Correctly spam:      11422  57.90%
# False positives:        60  0.26%
# False negatives:      8306  42.10%
# TCR(l=50): 1.744914  SpamRecall: 57.897%  SpamPrec: 99.477%