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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 260718  37.094%  (99.412% of non-spam corpus)
# Correctly spam:     140300  19.961%  (31.842% of spam corpus)
# False positives:      1541  0.219%  (0.588% of nonspam,  81082 weighted)
# False negatives:    300307  42.726%  (68.158% of spam, 687031 weighted)
# Average score for spam:  4.3    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              702866  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32568  99.33%
# Correctly spam:      18204  33.14%
# False positives:       220  0.67%
# False negatives:     36728  66.86%
# TCR(l=50): 1.150939  SpamRecall: 33.139%  SpamPrec: 98.806%

##### 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: 257304  98.11%
# Correctly spam:      53224  12.08%
# False positives:      4955  1.89%
# False negatives:    387383  87.92%
# TCR(l=50): 0.693724  SpamRecall: 12.080%  SpamPrec: 91.483%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32153  98.06%
# Correctly spam:       6827  12.43%
# False positives:       635  1.94%
# False negatives:     48105  87.57%
# TCR(l=50): 0.687897  SpamRecall: 12.428%  SpamPrec: 91.490%
