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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 551790  36.975%  (99.644% of non-spam corpus)
# Correctly spam:     787265  52.754%  (83.880% of spam corpus)
# False positives:      1973  0.132%  (0.356% of nonspam,  98990 weighted)
# False negatives:    151297  10.138%  (16.120% of spam, 386563 weighted)
# Average score for spam:  12.7    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              1492325  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68906  99.62%
# Correctly spam:      98379  83.97%
# False positives:       264  0.38%
# False negatives:     18779  16.03%
# TCR(l=50): 3.663592  SpamRecall: 83.971%  SpamPrec: 99.732%

##### 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: 539651  97.45%
# Correctly spam:     414220  44.13%
# False positives:     14112  2.55%
# False negatives:    524342  55.87%
# TCR(l=50): 0.763095  SpamRecall: 44.133%  SpamPrec: 96.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67357  97.38%
# Correctly spam:      51841  44.25%
# False positives:      1813  2.62%
# False negatives:     65317  55.75%
# TCR(l=50): 0.751172  SpamRecall: 44.249%  SpamPrec: 96.621%