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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 249806  31.537%  (99.250% of non-spam corpus)
# Correctly spam:     395976  49.991%  (73.274% of spam corpus)
# False positives:      1888  0.238%  (0.750% of nonspam, 134392 weighted)
# False negatives:    144428  18.234%  (26.726% of spam, 357402 weighted)
# Average score for spam:  6.8    nonspam: 0.7
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              792098  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31148  99.12%
# Correctly spam:      50031  74.12%
# False positives:       278  0.88%
# False negatives:     17467  25.88%
# TCR(l=50): 2.151879  SpamRecall: 74.122%  SpamPrec: 99.447%

##### 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: 244574  97.17%
# Correctly spam:     199787  36.97%
# False positives:      7120  2.83%
# False negatives:    340617  63.03%
# TCR(l=50): 0.775755  SpamRecall: 36.970%  SpamPrec: 96.559%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30530  97.15%
# Correctly spam:      24855  36.82%
# False positives:       896  2.85%
# False negatives:     42643  63.18%
# TCR(l=50): 0.771909  SpamRecall: 36.823%  SpamPrec: 96.521%
