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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185864  54.520%  (99.599% of non-spam corpus)
# Correctly spam:     121900  35.757%  (79.005% of spam corpus)
# False positives:       749  0.220%  (0.401% of nonspam,  36429 weighted)
# False negatives:     32395  9.503%  (20.995% of spam,  78835 weighted)
# Average score for spam:  10.8    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              340908  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23320  99.56%
# Correctly spam:      15379  79.24%
# False positives:       102  0.44%
# False negatives:      4029  20.76%
# TCR(l=50): 2.125972  SpamRecall: 79.241%  SpamPrec: 99.341%

##### 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: 186217  99.79%
# Correctly spam:      88881  57.60%
# False positives:       396  0.21%
# False negatives:     65414  42.40%
# TCR(l=50): 1.810677  SpamRecall: 57.605%  SpamPrec: 99.556%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23371  99.78%
# Correctly spam:      11192  57.67%
# False positives:        51  0.22%
# False negatives:      8216  42.33%
# TCR(l=50): 1.802712  SpamRecall: 57.667%  SpamPrec: 99.546%