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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142687  36.948%  (99.606% of non-spam corpus)
# Correctly spam:     135524  35.093%  (55.786% of spam corpus)
# False positives:       564  0.146%  (0.394% of nonspam,  64415 weighted)
# False negatives:    107411  27.813%  (44.214% of spam, 275079 weighted)
# Average score for spam:  7.0    nonspam: -0.5
# Average for false-pos:   6.7  false-neg: 2.6
# TOTAL:              386186  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17901  99.61%
# Correctly spam:      17019  56.01%
# False positives:        70  0.39%
# False negatives:     13367  43.99%
# TCR(l=50): 1.801506  SpamRecall: 56.009%  SpamPrec: 99.590%

##### 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: 142944  99.79%
# Correctly spam:     121585  50.05%
# False positives:       307  0.21%
# False negatives:    121350  49.95%
# TCR(l=50): 1.777140  SpamRecall: 50.048%  SpamPrec: 99.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17937  99.81%
# Correctly spam:      15309  50.38%
# False positives:        34  0.19%
# False negatives:     15077  49.62%
# TCR(l=50): 1.811170  SpamRecall: 50.382%  SpamPrec: 99.778%