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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 384387  57.300%  (99.636% of non-spam corpus)
# Correctly spam:     162697  24.253%  (57.079% of spam corpus)
# False positives:      1406  0.210%  (0.364% of nonspam,  60273 weighted)
# False negatives:    122341  18.237%  (42.921% of spam, 175397 weighted)
# Average score for spam:  9.4    nonspam: -0.3
# Average for false-pos:   5.8  false-neg: 1.4
# TOTAL:              670831  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47890  99.64%
# Correctly spam:      20360  57.12%
# False positives:       174  0.36%
# False negatives:     15287  42.88%
# TCR(l=50): 1.486097  SpamRecall: 57.116%  SpamPrec: 99.153%

##### 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: 384396  99.64%
# Correctly spam:     113158  39.70%
# False positives:      1397  0.36%
# False negatives:    171880  60.30%
# TCR(l=50): 1.179159  SpamRecall: 39.699%  SpamPrec: 98.780%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47900  99.66%
# Correctly spam:      14115  39.60%
# False positives:       164  0.34%
# False negatives:     21532  60.40%
# TCR(l=50): 1.198944  SpamRecall: 39.597%  SpamPrec: 98.851%