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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172666  15.818%  (98.952% of non-spam corpus)
# Correctly spam:     527497  48.323%  (57.518% of spam corpus)
# False positives:      1829  0.168%  (1.048% of nonspam, 575969 weighted)
# False negatives:    389607  35.691%  (42.482% of spam, 1124263 weighted)
# Average score for spam:  7.0    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              1091599  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21699  99.01%
# Correctly spam:      65820  57.53%
# False positives:       218  0.99%
# False negatives:     48596  42.47%
# TCR(l=50): 1.923087  SpamRecall: 57.527%  SpamPrec: 99.670%

##### 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: 174205  99.83%
# Correctly spam:      58571  6.39%
# False positives:       290  0.17%
# False negatives:    858533  93.61%
# TCR(l=50): 1.050480  SpamRecall: 6.387%  SpamPrec: 99.507%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21877  99.82%
# Correctly spam:       7322  6.40%
# False positives:        40  0.18%
# False negatives:    107094  93.60%
# TCR(l=50): 1.048784  SpamRecall: 6.399%  SpamPrec: 99.457%
