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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 687523  53.805%  (99.564% of non-spam corpus)
# Correctly spam:     459792  35.983%  (78.293% of spam corpus)
# False positives:      3014  0.236%  (0.436% of nonspam,  74858 weighted)
# False negatives:    127481  9.977%  (21.707% of spam, 257671 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1277810  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85763  99.56%
# Correctly spam:      57315  78.20%
# False positives:       382  0.44%
# False negatives:     15976  21.80%
# TCR(l=50): 2.089491  SpamRecall: 78.202%  SpamPrec: 99.338%

##### 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: 675549  97.83%
# Correctly spam:     260290  44.32%
# False positives:     14988  2.17%
# False negatives:    326983  55.68%
# TCR(l=50): 0.545599  SpamRecall: 44.322%  SpamPrec: 94.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84293  97.85%
# Correctly spam:      32281  44.04%
# False positives:      1852  2.15%
# False negatives:     41010  55.96%
# TCR(l=50): 0.548544  SpamRecall: 44.045%  SpamPrec: 94.574%