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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178354  22.785%  (99.608% of non-spam corpus)
# Correctly spam:     291640  37.257%  (48.307% of spam corpus)
# False positives:       701  0.090%  (0.391% of nonspam, 145586 weighted)
# False negatives:    312079  39.868%  (51.693% of spam, 280014 weighted)
# Average score for spam:  7.1    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 0.9
# TOTAL:              782774  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22403  99.60%
# Correctly spam:      36586  48.51%
# False positives:        90  0.40%
# False negatives:     38830  51.49%
# TCR(l=50): 1.740503  SpamRecall: 48.512%  SpamPrec: 99.755%

##### 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: 178671  99.79%
# Correctly spam:     216772  35.91%
# False positives:       384  0.21%
# False negatives:    386947  64.09%
# TCR(l=50): 1.486454  SpamRecall: 35.906%  SpamPrec: 99.823%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22446  99.79%
# Correctly spam:      27142  35.99%
# False positives:        47  0.21%
# False negatives:     48274  64.01%
# TCR(l=50): 1.489728  SpamRecall: 35.990%  SpamPrec: 99.827%